음성인식 AI - Hidden Markov Model (헤더파일)

#pragma once
#define N_STATE        3
#define N_PDF        2
#define N_DIMENSION    39
 
#include <vector>
 
using namespace std;
 
typedef struct {
    float weight;
    float mean[N_DIMENSION];
    float var[N_DIMENSION];
    float log_gconst;
} pdfType;
 
typedef struct {
    pdfType pdf[N_PDF];
} stateType;
 
typedef struct {
    const char* name;
    float tp[N_STATE + 2][N_STATE + 2];
    stateType state[N_STATE];
} hmmType;
 
typedef struct {
    const char* word_name;
    int w_ns;
    vector<int> list_phone;
    vector<stateType> w_state;
    vector<vector<float> > w_tp;
}word_hmm;
 
typedef struct {
    vector<word_hmm> word_hmm_list;
}_total_word_hmm;
 
typedef struct {
    int t_ns;
    vector<int> total_list_phone;
    vector<stateType> t_state;
    vector<vector<float> > t_tp;
}_total_hmm;
 
static hmmType phones[] = {
  { "f", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 8.661082e-001, 1.338918e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 6.569877e-001, 3.430123e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 5.723159e-001, 4.276841e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { -1.669357e+001, -5.571120e+000, 4.505292e-002, 2.264545e+000, -6.677592e-001, 1.025593e-001, -1.313200e+000, 1.036426e+000, 9.224627e-001, 1.081777e+000, 1.468223e+000, -6.235108e-001, 4.750062e+001, -3.740528e-001, -2.684677e-001, -1.783163e-001, 8.612536e-002, 1.596779e-001, 4.260271e-001, 3.424831e-001, 4.268521e-001, 5.570598e-001, 5.636024e-001, 5.094182e-001, 4.142506e-001, 3.581233e-001, 7.419965e-001, 2.525276e-001, 1.408371e-001, -6.445609e-002, 2.269081e-002, 4.319665e-003, 4.606436e-003, -4.058264e-002, -1.023613e-001, -1.750845e-002, -9.382989e-003, -5.630929e-003, 3.758681e-001 },
          { 2.663514e+001, 2.215630e+001, 1.786923e+001, 1.715711e+001, 1.984256e+001, 2.009436e+001, 2.008798e+001, 2.043826e+001, 2.034580e+001, 1.985227e+001, 1.769851e+001, 1.479707e+001, 5.042629e+001, 2.718032e+000, 1.719604e+000, 1.665013e+000, 1.682333e+000, 1.738549e+000, 1.916417e+000, 2.027061e+000, 2.322601e+000, 2.483618e+000, 2.104630e+000, 1.895086e+000, 1.663960e+000, 2.150126e+000, 5.442028e-001, 3.454575e-001, 3.707104e-001, 4.621261e-001, 4.172392e-001, 3.952572e-001, 4.305980e-001, 4.756444e-001, 5.125650e-001, 4.429944e-001, 4.199669e-001, 3.578168e-001, 3.854810e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.875793e+001, -7.453939e+000, -1.645828e+000, 6.076991e-001, -2.449559e+000, -1.690510e+000, -3.105984e+000, -7.719218e-001, -8.817900e-001, -7.004586e-001, -2.145604e-001, -2.162189e+000, 4.466016e+001, -1.033511e+000, -7.930024e-001, -6.944578e-001, -4.326937e-001, -3.677383e-001, -1.277117e-001, -2.270164e-001, -1.827511e-001, -7.332017e-002, -1.669136e-002, -4.123025e-002, -1.017277e-001, -2.284090e-001, 4.469161e-001, 1.742503e-002, -1.027068e-001, -3.363755e-001, -2.356854e-001, -2.471583e-001, -2.578734e-001, -3.164506e-001, -3.887359e-001, -2.837397e-001, -2.686024e-001, -2.449021e-001, 1.275197e-001 },
          { 2.663514e+001, 2.215630e+001, 1.786923e+001, 1.715711e+001, 1.984256e+001, 2.009436e+001, 2.008798e+001, 2.043826e+001, 2.034580e+001, 1.985227e+001, 1.769851e+001, 1.479707e+001, 5.042629e+001, 2.718032e+000, 1.719604e+000, 1.665013e+000, 1.682333e+000, 1.738549e+000, 1.916417e+000, 2.027061e+000, 2.322601e+000, 2.483618e+000, 2.104630e+000, 1.895086e+000, 1.663960e+000, 2.150126e+000, 5.442028e-001, 3.454575e-001, 3.707104e-001, 4.621261e-001, 4.172392e-001, 3.952572e-001, 4.305980e-001, 4.756444e-001, 5.125650e-001, 4.429944e-001, 4.199669e-001, 3.578168e-001, 3.854810e-001 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { -1.503497e+001, -7.092549e+000, -1.487546e+000, 1.181258e-001, -1.761886e+000, -7.019593e-001, -2.315575e+000, -4.108176e-001, 3.636662e-002, 7.280744e-001, 1.278479e+000, -9.828052e-001, 5.139813e+001, 5.112824e+000, 8.890586e-001, -2.430597e-001, -2.036130e+000, -6.612304e-001, 1.503184e-001, -2.615535e-001, -5.331177e-001, -8.926751e-001, -5.799661e-001, -5.267798e-001, -8.353524e-001, 2.832901e+000, 1.505638e+000, 3.201362e-001, 9.046500e-003, -9.760602e-001, -3.530477e-001, 3.341908e-001, 2.624982e-002, 7.902430e-002, -2.592988e-001, -7.560512e-002, -7.495611e-002, -3.299699e-001, 6.231712e-001 },
          { 2.844300e+001, 1.631332e+001, 1.318491e+001, 1.444488e+001, 1.676721e+001, 1.749271e+001, 1.656408e+001, 1.659949e+001, 1.627913e+001, 1.519541e+001, 1.465071e+001, 1.173579e+001, 3.644201e+001, 6.061726e+000, 4.252768e+000, 2.633177e+000, 5.152680e+000, 3.352701e+000, 2.901677e+000, 2.814703e+000, 3.186660e+000, 3.287711e+000, 2.610860e+000, 4.089123e+000, 2.556906e+000, 4.772951e+000, 6.517968e-001, 8.388144e-001, 4.736812e-001, 7.394001e-001, 7.898912e-001, 6.095732e-001, 5.662602e-001, 6.979442e-001, 6.198506e-001, 5.570785e-001, 8.550154e-001, 4.615733e-001, 7.022841e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.716825e+001, -8.708138e+000, -2.939988e+000, -1.402131e+000, -3.399798e+000, -2.374931e+000, -3.943535e+000, -2.040516e+000, -1.577530e+000, -8.311772e-001, -2.525713e-001, -2.353107e+000, 4.898344e+001, 4.128001e+000, 6.416898e-002, -8.921424e-001, -2.944110e+000, -1.393646e+000, -5.310540e-001, -9.326366e-001, -1.247167e+000, -1.617957e+000, -1.226292e+000, -1.335643e+000, -1.474966e+000, 1.959017e+000, 1.182702e+000, -4.621103e-002, -2.662515e-001, -1.320014e+000, -7.085510e-001, 2.189017e-002, -2.747512e-001, -2.551479e-001, -5.742212e-001, -3.741559e-001, -4.448243e-001, -6.017267e-001, 2.879616e-001 },
          { 2.844300e+001, 1.631332e+001, 1.318491e+001, 1.444488e+001, 1.676721e+001, 1.749271e+001, 1.656408e+001, 1.659949e+001, 1.627913e+001, 1.519541e+001, 1.465071e+001, 1.173579e+001, 3.644201e+001, 6.061726e+000, 4.252768e+000, 2.633177e+000, 5.152680e+000, 3.352701e+000, 2.901677e+000, 2.814703e+000, 3.186660e+000, 3.287711e+000, 2.610860e+000, 4.089123e+000, 2.556906e+000, 4.772951e+000, 6.517968e-001, 8.388144e-001, 4.736812e-001, 7.394001e-001, 7.898912e-001, 6.095732e-001, 5.662602e-001, 6.979442e-001, 6.198506e-001, 5.570785e-001, 8.550154e-001, 4.615733e-001, 7.022841e-001 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { 3.789385e+000, -8.653687e+000, -4.836945e+000, -1.193912e+001, -4.647752e+000, 7.895811e-001, -3.744555e+000, -3.367588e+000, -4.009680e+000, -1.821228e+000, -1.919098e+000, -8.112542e+000, 6.276848e+001, 4.116149e+000, -9.200261e-001, -5.184149e-001, -2.858224e+000, -1.030671e-001, 1.326550e+000, 1.227955e-001, -1.035691e-001, -6.117435e-001, -3.738909e-001, -4.045900e-001, -1.162630e+000, 3.204961e+000, -1.348190e+000, 1.135955e-001, 3.826463e-001, 9.219501e-001, 4.311419e-001, 2.789380e-001, 3.272895e-001, 4.331542e-001, 4.719010e-001, 2.434483e-001, 4.102665e-001, 6.475828e-001, -5.040695e-001 },
          { 2.011419e+001, 6.651565e+001, 3.156332e+001, 5.256952e+001, 3.495871e+001, 5.262727e+001, 4.150428e+001, 4.795127e+001, 3.759574e+001, 4.077434e+001, 9.862774e+001, 4.134515e+001, 4.778139e+001, 1.040719e+001, 6.531268e+000, 3.296219e+000, 8.817434e+000, 7.553969e+000, 4.135353e+000, 4.106199e+000, 4.710009e+000, 5.215504e+000, 3.679122e+000, 7.566223e+000, 4.097442e+000, 3.289651e+000, 4.736119e-001, 6.068503e-001, 3.396382e-001, 9.497650e-001, 4.975657e-001, 5.196980e-001, 4.828118e-001, 5.297464e-001, 4.498416e-001, 5.049068e-001, 1.072220e+000, 5.483088e-001, 5.273452e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { 1.995431e+000, -1.191597e+001, -7.084195e+000, -1.483932e+001, -7.012788e+000, -2.112205e+000, -6.321507e+000, -6.137462e+000, -6.462295e+000, -4.375420e+000, -5.891558e+000, -1.068455e+001, 6.000352e+001, 2.825742e+000, -1.942280e+000, -1.244635e+000, -4.045990e+000, -1.202446e+000, 5.131271e-001, -6.877548e-001, -9.716713e-001, -1.525243e+000, -1.141132e+000, -1.504861e+000, -1.972316e+000, 2.479465e+000, -1.623468e+000, -1.980069e-001, 1.495323e-001, 5.321265e-001, 1.489885e-001, -9.422367e-003, 4.935088e-002, 1.420195e-001, 2.036200e-001, -4.077889e-002, -3.925706e-003, 3.513913e-001, -7.945437e-001 },
          { 2.011419e+001, 6.651565e+001, 3.156332e+001, 5.256952e+001, 3.495871e+001, 5.262727e+001, 4.150428e+001, 4.795127e+001, 3.759574e+001, 4.077434e+001, 9.862774e+001, 4.134515e+001, 4.778139e+001, 1.040719e+001, 6.531268e+000, 3.296219e+000, 8.817434e+000, 7.553969e+000, 4.135353e+000, 4.106199e+000, 4.710009e+000, 5.215504e+000, 3.679122e+000, 7.566223e+000, 4.097442e+000, 3.289651e+000, 4.736119e-001, 6.068503e-001, 3.396382e-001, 9.497650e-001, 4.975657e-001, 5.196980e-001, 4.828118e-001, 5.297464e-001, 4.498416e-001, 5.049068e-001, 1.072220e+000, 5.483088e-001, 5.273452e-001 }
        }
      }}
    }
  },
  { "k", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 7.280906e-001, 2.719093e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 7.652957e-001, 2.347043e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 5.641142e-001, 4.358858e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { -4.694537e+000, 2.523029e+000, 1.017683e+001, 4.298205e+000, -8.809372e+000, -1.339007e+001, -3.768362e+000, -1.067345e+000, -8.399994e+000, -7.383634e-001, 2.428175e+000, -1.732030e+000, 4.543492e+001, -1.737142e+000, 2.726230e+000, -2.118033e+000, 2.226846e+000, 3.813142e+000, 3.079112e+000, 4.843842e-001, 7.770188e-001, 2.986414e+000, 3.671895e-001, 1.123459e+000, 1.614908e+000, -4.618612e+000, -2.522829e-001, -9.701940e-001, -5.474820e-001, -7.457633e-001, 2.736447e-001, 6.102727e-001, 2.488089e-001, 6.137629e-001, 1.050164e+000, 5.505492e-001, 4.215755e-002, 2.371115e-001, 1.640029e+000 },
          { 2.365442e+001, 4.809196e+001, 3.853230e+001, 4.355392e+001, 6.046446e+001, 4.842751e+001, 5.388886e+001, 1.062011e+002, 6.110743e+001, 5.703479e+001, 6.474361e+001, 4.236468e+001, 8.859503e+001, 2.286276e+000, 9.290155e+000, 4.461272e+000, 7.172533e+000, 3.900360e+000, 4.827356e+000, 6.490465e+000, 1.004510e+001, 7.585351e+000, 7.637748e+000, 9.024374e+000, 3.972406e+000, 8.606114e+000, 5.814021e-001, 1.603426e+000, 7.182882e-001, 6.873348e-001, 1.103271e+000, 1.109344e+000, 1.048206e+000, 1.446880e+000, 1.396493e+000, 1.141033e+000, 1.200467e+000, 9.327582e-001, 2.776600e+000 }
        },
        { // pdf 2
          5.000000e-001,
          { -6.639969e+000, -2.509053e-001, 7.693858e+000, 1.658389e+000, -1.191973e+001, -1.617367e+001, -6.704723e+000, -5.189501e+000, -1.152684e+001, -3.759219e+000, -7.903612e-001, -4.335556e+000, 4.166992e+001, -2.341960e+000, 1.507040e+000, -2.962903e+000, 1.155582e+000, 3.023168e+000, 2.200262e+000, -5.346715e-001, -4.907414e-001, 1.884754e+000, -7.382695e-001, -7.816490e-002, 8.176721e-001, -5.792060e+000, -5.572819e-001, -1.476700e+000, -8.864895e-001, -1.077386e+000, -1.465021e-001, 1.889711e-001, -1.607188e-001, 1.326175e-001, 5.774704e-001, 1.232726e-001, -3.961058e-001, -1.492062e-001, 9.735034e-001 },
          { 2.365442e+001, 4.809196e+001, 3.853230e+001, 4.355392e+001, 6.046446e+001, 4.842751e+001, 5.388886e+001, 1.062011e+002, 6.110743e+001, 5.703479e+001, 6.474361e+001, 4.236468e+001, 8.859503e+001, 2.286276e+000, 9.290155e+000, 4.461272e+000, 7.172533e+000, 3.900360e+000, 4.827356e+000, 6.490465e+000, 1.004510e+001, 7.585351e+000, 7.637748e+000, 9.024374e+000, 3.972406e+000, 8.606114e+000, 5.814021e-001, 1.603426e+000, 7.182882e-001, 6.873348e-001, 1.103271e+000, 1.109344e+000, 1.048206e+000, 1.446880e+000, 1.396493e+000, 1.141033e+000, 1.200467e+000, 9.327582e-001, 2.776600e+000 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { -1.130743e+001, -2.952110e+000, -2.859398e+000, 3.049734e+000, -7.704892e-002, -4.099182e+000, -2.785855e+000, 1.391912e+000, 1.823764e+000, 1.332034e+000, 1.954808e+000, 1.201893e-001, 4.352482e+001, -1.024787e+000, -1.600310e+000, -1.708675e+000, 1.517640e-001, 9.275393e-001, 3.427644e-001, 5.312680e-001, 1.393387e+000, 1.529540e+000, 3.027403e-001, 4.749127e-002, 7.538249e-002, 4.523831e+000, -2.128157e-001, 7.803196e-001, 1.012221e+000, 8.945101e-002, -4.980221e-001, -5.365588e-001, 3.411014e-001, 1.949300e-001, -4.001978e-001, -1.058689e-001, 1.378189e-001, 6.669097e-002, 1.207111e+000 },
          { 1.833422e+001, 6.753527e+001, 5.128744e+001, 2.142603e+001, 2.667279e+001, 3.458918e+001, 3.273281e+001, 2.611095e+001, 2.534957e+001, 2.309027e+001, 2.047987e+001, 1.780404e+001, 1.224142e+002, 5.910017e+000, 6.563813e+000, 5.388901e+000, 3.681930e+000, 4.062439e+000, 6.164377e+000, 4.307592e+000, 3.967532e+000, 4.079175e+000, 3.234141e+000, 3.152705e+000, 2.812441e+000, 9.839559e+000, 1.220287e+000, 2.268811e+000, 1.104516e+000, 5.545536e-001, 7.550527e-001, 1.049122e+000, 9.833122e-001, 9.115807e-001, 7.903367e-001, 6.510336e-001, 6.939297e-001, 6.135503e-001, 3.673934e+000 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.302017e+001, -6.239304e+000, -5.724008e+000, 1.198204e+000, -2.142877e+000, -6.451684e+000, -5.074359e+000, -6.520431e-001, -1.901706e-001, -5.900599e-001, 1.446202e-001, -1.567604e+000, 3.909918e+001, -1.997209e+000, -2.625108e+000, -2.637235e+000, -6.157702e-001, 1.213196e-001, -6.503622e-001, -2.989216e-001, 5.966404e-001, 7.216617e-001, -4.166084e-001, -6.627430e-001, -5.954309e-001, 3.269109e+000, -6.546821e-001, 1.778167e-001, 5.918375e-001, -2.084224e-001, -8.455971e-001, -9.462654e-001, -5.554700e-002, -1.869769e-001, -7.558014e-001, -4.286155e-001, -1.953909e-001, -2.466268e-001, 4.404103e-001 },
          { 1.833422e+001, 6.753527e+001, 5.128744e+001, 2.142603e+001, 2.667279e+001, 3.458918e+001, 3.273281e+001, 2.611095e+001, 2.534957e+001, 2.309027e+001, 2.047987e+001, 1.780404e+001, 1.224142e+002, 5.910017e+000, 6.563813e+000, 5.388901e+000, 3.681930e+000, 4.062439e+000, 6.164377e+000, 4.307592e+000, 3.967532e+000, 4.079175e+000, 3.234141e+000, 3.152705e+000, 2.812441e+000, 9.839559e+000, 1.220287e+000, 2.268811e+000, 1.104516e+000, 5.545536e-001, 7.550527e-001, 1.049122e+000, 9.833122e-001, 9.115807e-001, 7.903367e-001, 6.510336e-001, 6.939297e-001, 6.135503e-001, 3.673934e+000 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { -2.337253e+001, -3.834287e+000, -1.588195e+000, 2.152749e+000, -1.246797e-001, -1.011550e+001, -1.625754e+000, 6.176292e+000, 3.155261e+000, -1.361154e+000, 8.071054e-001, 1.306195e-001, 5.682749e+001, -3.773731e+000, 2.567813e+000, 1.442200e+000, -2.258948e-001, -1.286746e-001, 4.706056e-001, 1.887647e+000, 1.155109e+000, 9.970936e-002, -3.670183e-001, 5.211360e-001, 9.112363e-001, 7.940062e-001, 8.255758e-001, 6.160354e-001, 2.357818e-001, 8.985705e-002, 2.137081e-001, 9.088789e-001, 2.004382e-001, -2.939798e-001, -2.698206e-001, 2.750814e-001, 2.775245e-001, 1.397913e-001, -1.186217e+000 },
          { 3.639450e+001, 1.892512e+001, 3.671985e+001, 3.731334e+001, 5.378318e+001, 3.783306e+001, 4.664730e+001, 2.969234e+001, 2.869256e+001, 2.194773e+001, 2.339233e+001, 1.824409e+001, 1.996478e+001, 4.557670e+000, 2.728009e+000, 2.790157e+000, 2.179819e+000, 3.078380e+000, 3.611505e+000, 2.801468e+000, 2.950398e+000, 3.046930e+000, 2.321606e+000, 2.434116e+000, 1.834326e+000, 2.347763e+000, 8.555932e-001, 6.305258e-001, 6.097118e-001, 4.284406e-001, 5.531518e-001, 5.456824e-001, 6.956219e-001, 5.527503e-001, 5.460805e-001, 4.809558e-001, 4.281571e-001, 4.573554e-001, 6.076584e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -2.578565e+001, -5.574408e+000, -4.012071e+000, -2.906368e-001, -3.058160e+000, -1.257584e+001, -4.357708e+000, 3.996665e+000, 1.012643e+000, -3.235090e+000, -1.127519e+000, -1.577905e+000, 5.504021e+001, -4.627679e+000, 1.907145e+000, 7.740497e-001, -8.164632e-001, -8.304872e-001, -2.895528e-001, 1.218143e+000, 4.680398e-001, -5.985090e-001, -9.764909e-001, -1.029302e-001, 3.694871e-001, 1.811098e-001, 4.555827e-001, 2.984128e-001, -7.655437e-002, -1.719645e-001, -8.378863e-002, 6.133975e-001, -1.331775e-001, -5.913686e-001, -5.654096e-001, -2.322549e-003, 1.578967e-002, -1.307209e-001, -1.498027e+000 },
          { 3.639450e+001, 1.892512e+001, 3.671985e+001, 3.731334e+001, 5.378318e+001, 3.783306e+001, 4.664730e+001, 2.969234e+001, 2.869256e+001, 2.194773e+001, 2.339233e+001, 1.824409e+001, 1.996478e+001, 4.557670e+000, 2.728009e+000, 2.790157e+000, 2.179819e+000, 3.078380e+000, 3.611505e+000, 2.801468e+000, 2.950398e+000, 3.046930e+000, 2.321606e+000, 2.434116e+000, 1.834326e+000, 2.347763e+000, 8.555932e-001, 6.305258e-001, 6.097118e-001, 4.284406e-001, 5.531518e-001, 5.456824e-001, 6.956219e-001, 5.527503e-001, 5.460805e-001, 4.809558e-001, 4.281571e-001, 4.573554e-001, 6.076584e-001 }
        }
      }}
    }
  },
  { "n", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 7.374994e-001, 2.625006e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 6.061127e-001, 3.938873e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 7.174746e-001, 2.825253e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { 3.747977e+000, -1.414634e+000, 9.405511e+000, -9.484220e-001, -1.072285e+001, -5.393240e+000, -3.277715e+000, -9.727773e+000, -1.047547e+001, -2.183546e+000, -5.990037e+000, -5.268644e+000, 5.553736e+001, 5.481000e-001, 1.529032e+000, 2.403083e-001, 1.248988e+000, 4.220442e-001, 1.222101e-001, 6.920326e-001, -7.162636e-001, 6.751961e-002, 7.187287e-001, -3.546147e-002, 3.116746e-001, -7.577525e-001, -1.145135e-001, -4.060460e-002, -5.668021e-002, 1.439355e-001, 4.530424e-001, 1.881133e-001, 5.500175e-002, 6.735529e-001, 3.384227e-001, -7.328681e-002, 2.000500e-001, 1.682672e-001, 1.734847e-001 },
          { 1.225258e+001, 4.033141e+001, 3.141609e+001, 9.700063e+001, 5.044516e+001, 5.741681e+001, 5.839274e+001, 1.025943e+002, 6.932912e+001, 6.680514e+001, 8.805695e+001, 4.963311e+001, 3.913550e+001, 1.126257e+000, 2.131977e+000, 1.985006e+000, 3.147190e+000, 2.547749e+000, 2.974480e+000, 3.044514e+000, 4.671313e+000, 3.499902e+000, 3.346884e+000, 2.669927e+000, 2.221201e+000, 1.645826e+000, 2.037765e-001, 3.235192e-001, 4.074524e-001, 7.107176e-001, 4.916812e-001, 6.076370e-001, 5.684935e-001, 9.034729e-001, 6.780204e-001, 5.765432e-001, 5.359422e-001, 4.382164e-001, 1.853191e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { 2.347829e+000, -3.954914e+000, 7.163508e+000, -4.887978e+000, -1.356384e+001, -8.424195e+000, -6.334321e+000, -1.377933e+001, -1.380603e+001, -5.452922e+000, -9.743584e+000, -8.086675e+000, 5.303502e+001, 1.235990e-001, 9.449801e-001, -3.232526e-001, 5.393754e-001, -2.164226e-001, -5.676571e-001, -5.908818e-003, -1.580792e+000, -6.808014e-001, -1.305092e-002, -6.890579e-001, -2.844732e-001, -1.270912e+000, -2.950799e-001, -2.681196e-001, -3.120082e-001, -1.932808e-001, 1.725625e-001, -1.236910e-001, -2.465923e-001, 2.933481e-001, 9.054713e-003, -3.770086e-001, -9.278233e-002, -9.652448e-002, 1.289914e-003 },
          { 1.225258e+001, 4.033141e+001, 3.141609e+001, 9.700063e+001, 5.044516e+001, 5.741681e+001, 5.839274e+001, 1.025943e+002, 6.932912e+001, 6.680514e+001, 8.805695e+001, 4.963311e+001, 3.913550e+001, 1.126257e+000, 2.131977e+000, 1.985006e+000, 3.147190e+000, 2.547749e+000, 2.974480e+000, 3.044514e+000, 4.671313e+000, 3.499902e+000, 3.346884e+000, 2.669927e+000, 2.221201e+000, 1.645826e+000, 2.037765e-001, 3.235192e-001, 4.074524e-001, 7.107176e-001, 4.916812e-001, 6.076370e-001, 5.684935e-001, 9.034729e-001, 6.780204e-001, 5.765432e-001, 5.359422e-001, 4.382164e-001, 1.853191e-001 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { 3.897287e+000, 2.161541e+000, 9.004787e+000, 1.519938e+000, -9.906402e+000, -7.372938e+000, -2.853822e+000, -1.203941e+001, -1.111972e+001, -1.925076e+000, -7.662076e+000, -4.432903e+000, 5.214042e+001, -7.226496e-001, -8.915049e-003, 3.345465e-002, 3.536448e-001, 1.821541e+000, 8.666208e-001, 9.609469e-003, 2.416176e+000, 9.622924e-001, -3.816963e-001, 8.126994e-001, 3.523472e-001, 6.634275e-001, -5.726907e-001, -5.426893e-001, -2.928434e-001, -2.826911e-001, 6.114060e-001, 5.526567e-001, 6.712713e-002, 1.223181e+000, 7.222139e-001, 2.934944e-003, 4.929940e-001, 2.346024e-001, 4.230806e-001 },
          { 1.200654e+001, 3.577472e+001, 2.346866e+001, 6.437930e+001, 5.272779e+001, 5.857420e+001, 6.305978e+001, 7.818407e+001, 6.623445e+001, 7.971638e+001, 7.047314e+001, 4.654884e+001, 3.403078e+001, 3.079805e+000, 5.341730e+000, 2.348534e+000, 5.013209e+000, 4.649095e+000, 4.417136e+000, 4.818371e+000, 7.556939e+000, 5.020594e+000, 4.185606e+000, 4.180171e+000, 3.417916e+000, 4.635056e+000, 4.745679e-001, 4.713027e-001, 4.404843e-001, 6.084249e-001, 7.579481e-001, 7.229853e-001, 8.410342e-001, 9.693151e-001, 9.160488e-001, 9.150419e-001, 7.232906e-001, 5.981743e-001, 3.357539e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { 2.511269e+000, -2.309379e-001, 7.067009e+000, -1.689531e+000, -1.281096e+001, -1.043429e+001, -6.030229e+000, -1.557629e+001, -1.437510e+001, -5.496438e+000, -1.102001e+001, -7.161972e+000, 4.980698e+001, -1.424624e+000, -9.334024e-001, -5.795425e-001, -5.419630e-001, 9.590708e-001, 2.594142e-002, -8.684220e-001, 1.316580e+000, 6.602508e-002, -1.200046e+000, -5.119244e-003, -3.871571e-001, -1.977397e-001, -8.482463e-001, -8.172953e-001, -5.583194e-001, -5.946975e-001, 2.631651e-001, 2.125425e-001, -2.997045e-001, 8.293654e-001, 3.393721e-001, -3.796963e-001, 1.528080e-001, -7.476451e-002, 1.913035e-001 },
          { 1.200654e+001, 3.577472e+001, 2.346866e+001, 6.437930e+001, 5.272779e+001, 5.857420e+001, 6.305978e+001, 7.818407e+001, 6.623445e+001, 7.971638e+001, 7.047314e+001, 4.654884e+001, 3.403078e+001, 3.079805e+000, 5.341730e+000, 2.348534e+000, 5.013209e+000, 4.649095e+000, 4.417136e+000, 4.818371e+000, 7.556939e+000, 5.020594e+000, 4.185606e+000, 4.180171e+000, 3.417916e+000, 4.635056e+000, 4.745679e-001, 4.713027e-001, 4.404843e-001, 6.084249e-001, 7.579481e-001, 7.229853e-001, 8.410342e-001, 9.693151e-001, 9.160488e-001, 9.150419e-001, 7.232906e-001, 5.981743e-001, 3.357539e-001 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { -3.219324e+000, -2.835334e+000, 5.241372e+000, 3.651591e-001, -2.744487e+000, -2.903870e+000, -2.341809e+000, 5.865998e-001, -4.510723e+000, -4.318985e+000, -3.873381e+000, -2.930116e+000, 5.128597e+001, -9.525022e-001, -5.730536e-001, -9.296215e-001, -2.167287e-001, 1.307898e+000, 1.266463e+000, 5.115060e-001, 1.990466e+000, 1.731950e+000, 3.361723e-001, 1.018251e+000, 6.967116e-001, 5.832438e-001, 2.347032e-001, 2.714153e-001, 1.089835e-001, 2.142238e-001, -3.434297e-002, 9.443819e-002, 2.584534e-001, -2.619180e-001, 1.600525e-001, 3.781300e-001, 1.597949e-001, 1.611283e-001, 2.081930e-001 },
          { 4.155166e+001, 6.790041e+001, 3.946410e+001, 7.400370e+001, 5.177090e+001, 4.928394e+001, 6.395048e+001, 7.185900e+001, 8.328497e+001, 6.110392e+001, 4.925386e+001, 4.127444e+001, 1.345603e+002, 4.187994e+000, 4.503700e+000, 3.078962e+000, 4.266851e+000, 4.598226e+000, 4.119860e+000, 4.598442e+000, 6.531007e+000, 5.831059e+000, 5.182849e+000, 4.768709e+000, 3.331096e+000, 5.529289e+000, 3.998841e-001, 6.844524e-001, 5.176278e-001, 7.975690e-001, 6.738007e-001, 6.739523e-001, 8.436102e-001, 1.051960e+000, 8.971896e-001, 7.323141e-001, 6.737770e-001, 5.519949e-001, 7.835600e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -5.797748e+000, -6.131402e+000, 2.728554e+000, -3.075857e+000, -5.622567e+000, -5.711970e+000, -5.540571e+000, -2.804188e+000, -8.161147e+000, -7.445745e+000, -6.680624e+000, -5.499924e+000, 4.664597e+001, -1.771086e+000, -1.421930e+000, -1.631500e+000, -1.042983e+000, 4.501589e-001, 4.545650e-001, -3.462532e-001, 9.682323e-001, 7.660463e-001, -5.744625e-001, 1.447560e-001, -3.333999e-002, -3.573338e-001, -1.824238e-002, -5.951128e-002, -1.788019e-001, -1.430030e-001, -3.626844e-001, -2.339402e-001, -1.089396e-001, -6.721784e-001, -2.188278e-001, 3.582860e-002, -1.685408e-001, -1.360572e-001, -1.458827e-001 },
          { 4.155166e+001, 6.790041e+001, 3.946410e+001, 7.400370e+001, 5.177090e+001, 4.928394e+001, 6.395048e+001, 7.185900e+001, 8.328497e+001, 6.110392e+001, 4.925386e+001, 4.127444e+001, 1.345603e+002, 4.187994e+000, 4.503700e+000, 3.078962e+000, 4.266851e+000, 4.598226e+000, 4.119860e+000, 4.598442e+000, 6.531007e+000, 5.831059e+000, 5.182849e+000, 4.768709e+000, 3.331096e+000, 5.529289e+000, 3.998841e-001, 6.844524e-001, 5.176278e-001, 7.975690e-001, 6.738007e-001, 6.739523e-001, 8.436102e-001, 1.051960e+000, 8.971896e-001, 7.323141e-001, 6.737770e-001, 5.519949e-001, 7.835600e-001 }
        }
      }}
    }
  },
  { "r", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 4.204524e-001, 5.795476e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 7.490202e-001, 2.509798e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 5.982602e-001, 4.017398e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { 6.013721e+000, -1.141307e+001, 4.816324e+000, -2.528609e+000, -7.359596e+000, -1.424685e+001, -1.344203e+001, 2.657516e+000, -5.990512e+000, -1.793003e+000, 6.993848e-002, -4.038988e+000, 6.216648e+001, 8.858687e-001, -8.011356e-001, -2.518204e-001, 1.686273e+000, 1.149396e+000, -1.636425e+000, -3.048536e-001, 2.350489e+000, 9.146411e-001, -6.338465e-001, 1.514946e-002, 5.226443e-001, 1.224370e-001, -2.473042e-001, 5.432069e-001, 3.519804e-001, -4.474195e-002, 2.728583e-001, 5.383201e-001, 6.201531e-001, -6.661277e-002, 2.540352e-001, 1.571659e-001, 4.819033e-002, 2.775275e-001, -7.582749e-002 },
          { 2.231475e+001, 2.753821e+001, 1.718699e+002, 6.388607e+001, 1.157202e+002, 1.126071e+002, 1.126079e+002, 5.984070e+001, 1.307734e+002, 6.913157e+001, 7.083238e+001, 4.029164e+001, 2.418511e+001, 1.722781e+000, 1.140009e+000, 7.594892e+000, 2.066825e+000, 5.454725e+000, 3.033267e+000, 3.355475e+000, 3.818400e+000, 3.795897e+000, 3.608507e+000, 2.992434e+000, 1.982583e+000, 8.842106e-001, 3.111379e-001, 2.355409e-001, 1.133085e+000, 3.570651e-001, 1.162606e+000, 6.548569e-001, 1.506391e+000, 5.564684e-001, 8.993797e-001, 6.451579e-001, 6.226285e-001, 3.810910e-001, 8.335868e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { 4.124181e+000, -1.351215e+001, -4.276423e-001, -5.725759e+000, -1.166253e+001, -1.849151e+001, -1.768671e+001, -4.367553e-001, -1.056476e+001, -5.118819e+000, -3.296540e+000, -6.578016e+000, 6.019935e+001, 3.608497e-001, -1.228220e+000, -1.354174e+000, 1.111215e+000, 2.151821e-001, -2.333076e+000, -1.037572e+000, 1.568860e+000, 1.353186e-001, -1.393689e+000, -6.767967e-001, -4.057256e-002, -2.536929e-001, -4.704232e-001, 3.490767e-001, -7.380544e-002, -2.837617e-001, -1.584386e-001, 2.146271e-001, 1.292126e-001, -3.650000e-001, -1.253074e-001, -1.641210e-001, -2.674369e-001, 3.059727e-002, -1.913151e-001 },
          { 2.231475e+001, 2.753821e+001, 1.718699e+002, 6.388607e+001, 1.157202e+002, 1.126071e+002, 1.126079e+002, 5.984070e+001, 1.307734e+002, 6.913157e+001, 7.083238e+001, 4.029164e+001, 2.418511e+001, 1.722781e+000, 1.140009e+000, 7.594892e+000, 2.066825e+000, 5.454725e+000, 3.033267e+000, 3.355475e+000, 3.818400e+000, 3.795897e+000, 3.608507e+000, 2.992434e+000, 1.982583e+000, 8.842106e-001, 3.111379e-001, 2.355409e-001, 1.133085e+000, 3.570651e-001, 1.162606e+000, 6.548569e-001, 1.506391e+000, 5.564684e-001, 8.993797e-001, 6.451579e-001, 6.226285e-001, 3.810910e-001, 8.335868e-002 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { 8.405375e+000, -1.195357e+001, -2.206784e+000, -9.643822e-001, -2.703866e+000, -1.517779e+001, -1.733500e+001, 5.973806e+000, -1.880738e+000, -3.017069e+000, -7.199332e-001, -2.968481e+000, 6.151153e+001, 1.487443e-001, 4.584898e-002, 3.804781e-001, 1.366429e-001, 3.545674e-001, 4.818849e-001, 1.013843e+000, 8.531945e-001, 2.044359e-001, 3.744783e-001, 3.531400e-001, 1.670081e-001, 2.434369e-001, -2.455830e-001, 2.753215e-001, 6.159341e-001, -1.725156e-001, -2.816794e-001, 5.854374e-001, 6.930341e-001, -2.069848e-001, -1.816720e-001, 3.184616e-001, 2.659835e-001, -2.122704e-002, 7.709029e-002 },
          { 1.119582e+001, 2.731083e+001, 8.868776e+001, 4.688510e+001, 6.941648e+001, 1.142003e+002, 9.511655e+001, 7.466363e+001, 1.158371e+002, 5.217038e+001, 6.308981e+001, 4.094612e+001, 2.369988e+001, 1.279560e+000, 1.034245e+000, 7.738530e+000, 1.893034e+000, 6.063151e+000, 2.929262e+000, 5.044018e+000, 3.189005e+000, 4.163498e+000, 3.297475e+000, 2.561122e+000, 1.708601e+000, 7.649710e-001, 1.086908e-001, 2.469120e-001, 2.507647e-001, 2.514528e-001, 3.471659e-001, 5.513477e-001, 4.910439e-001, 7.354364e-001, 4.356565e-001, 4.474668e-001, 3.394736e-001, 2.833473e-001, 9.382898e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { 7.066969e+000, -1.404397e+001, -5.973751e+000, -3.703290e+000, -6.036528e+000, -1.945237e+001, -2.123610e+001, 2.517482e+000, -6.185844e+000, -5.906231e+000, -3.897097e+000, -5.528047e+000, 5.956423e+001, -3.037263e-001, -3.609424e-001, -7.322505e-001, -4.137073e-001, -6.303712e-001, -2.027185e-001, 1.154875e-001, 1.388831e-001, -6.117501e-001, -3.518797e-001, -2.870002e-001, -3.558458e-001, -1.064136e-001, -3.774562e-001, 7.656053e-002, 4.156284e-001, -3.730958e-001, -5.173626e-001, 2.884262e-001, 4.127359e-001, -5.500152e-001, -4.456891e-001, 5.088978e-002, 3.292608e-002, -2.341485e-001, -4.543578e-002 },
          { 1.119582e+001, 2.731083e+001, 8.868776e+001, 4.688510e+001, 6.941648e+001, 1.142003e+002, 9.511655e+001, 7.466363e+001, 1.158371e+002, 5.217038e+001, 6.308981e+001, 4.094612e+001, 2.369988e+001, 1.279560e+000, 1.034245e+000, 7.738530e+000, 1.893034e+000, 6.063151e+000, 2.929262e+000, 5.044018e+000, 3.189005e+000, 4.163498e+000, 3.297475e+000, 2.561122e+000, 1.708601e+000, 7.649710e-001, 1.086908e-001, 2.469120e-001, 2.507647e-001, 2.514528e-001, 3.471659e-001, 5.513477e-001, 4.910439e-001, 7.354364e-001, 4.356565e-001, 4.474668e-001, 3.394736e-001, 2.833473e-001, 9.382898e-002 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { 2.970390e+000, -8.712875e+000, 1.559728e+000, 6.987516e-001, -3.435142e+000, -1.009143e+001, -7.216537e+000, 4.993889e+000, -5.014448e+000, -3.283667e+000, -1.121791e+000, -3.318391e+000, 5.718950e+001, -1.559593e+000, 1.195986e+000, 2.806927e+000, 3.772913e-001, -5.941780e-001, 1.720744e+000, 2.632881e+000, -6.488032e-001, 1.621985e-002, 9.917210e-001, 7.764027e-001, 2.256159e-001, -4.230327e-001, -2.312444e-002, 4.532101e-001, -4.901522e-002, -1.984935e-001, 4.098710e-001, 6.698160e-001, 5.154460e-003, -1.955851e-001, 4.255419e-001, 4.712423e-001, 1.377047e-001, 9.506352e-002, 4.602208e-002 },
          { 4.276689e+001, 5.052968e+001, 9.588949e+001, 6.865949e+001, 1.196389e+002, 1.393298e+002, 9.868134e+001, 7.258540e+001, 1.209938e+002, 6.956939e+001, 7.049118e+001, 4.074762e+001, 9.603178e+001, 3.276422e+000, 3.547031e+000, 5.399673e+000, 5.678488e+000, 6.018929e+000, 4.419677e+000, 5.458897e+000, 5.720055e+000, 6.647797e+000, 4.944857e+000, 4.089447e+000, 3.428898e+000, 3.374694e+000, 5.017276e-001, 6.475012e-001, 6.315408e-001, 5.771790e-001, 8.263407e-001, 9.496272e-001, 9.548237e-001, 1.071439e+000, 8.905846e-001, 7.316758e-001, 7.189638e-001, 4.947797e-001, 4.563206e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { 3.545340e-001, -1.155624e+001, -2.357199e+000, -2.615689e+000, -7.810325e+000, -1.481295e+001, -1.119008e+001, 1.586007e+000, -9.414335e+000, -6.619998e+000, -4.480152e+000, -5.871745e+000, 5.326966e+001, -2.283629e+000, 4.426430e-001, 1.877439e+000, -5.758918e-001, -1.575518e+000, 8.798224e-001, 1.698309e+000, -1.605469e+000, -1.015113e+000, 1.022396e-001, -3.249262e-002, -5.150754e-001, -1.157846e+000, -3.064554e-001, 1.313403e-001, -3.668934e-001, -5.023827e-001, 4.625784e-002, 2.800207e-001, -3.857059e-001, -6.096265e-001, 4.805872e-002, 1.290901e-001, -2.014622e-001, -1.862988e-001, -2.241839e-001 },
          { 4.276689e+001, 5.052968e+001, 9.588949e+001, 6.865949e+001, 1.196389e+002, 1.393298e+002, 9.868134e+001, 7.258540e+001, 1.209938e+002, 6.956939e+001, 7.049118e+001, 4.074762e+001, 9.603178e+001, 3.276422e+000, 3.547031e+000, 5.399673e+000, 5.678488e+000, 6.018929e+000, 4.419677e+000, 5.458897e+000, 5.720055e+000, 6.647797e+000, 4.944857e+000, 4.089447e+000, 3.428898e+000, 3.374694e+000, 5.017276e-001, 6.475012e-001, 6.315408e-001, 5.771790e-001, 8.263407e-001, 9.496272e-001, 9.548237e-001, 1.071439e+000, 8.905846e-001, 7.316758e-001, 7.189638e-001, 4.947797e-001, 4.563206e-001 }
        }
      }}
    }
  },
  { "s", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 6.421760e-001, 3.578240e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 8.387884e-001, 1.612116e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 6.118996e-001, 3.881003e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { -1.889007e+001, 3.537084e+000, 2.141297e+000, 7.908301e-001, 1.250237e-001, -4.702670e+000, -1.073140e-001, 1.090847e+000, -1.304625e+000, -2.010699e+000, 6.703415e-001, -1.239627e+000, 5.373439e+001, -3.038104e+000, 1.014408e+000, -1.140980e+000, 1.988480e-001, 1.244742e+000, 1.456563e+000, 1.667116e+000, 1.377945e+000, 1.285412e+000, 9.605291e-001, 1.330624e+000, 8.774139e-001, 5.081410e-001, 8.302862e-001, -1.913684e-001, -2.853723e-002, -2.290634e-004, -8.447430e-002, 2.135436e-001, -1.349370e-001, 4.337556e-002, 1.066607e-001, 3.871010e-001, 1.090371e-001, 1.180200e-001, -1.067963e-003 },
          { 7.237724e+001, 4.008308e+001, 6.719895e+001, 4.300748e+001, 6.065588e+001, 4.916878e+001, 5.064180e+001, 5.375556e+001, 4.356563e+001, 3.710214e+001, 3.238796e+001, 2.509702e+001, 6.026864e+001, 7.327789e+000, 4.179739e+000, 5.032387e+000, 5.212496e+000, 4.454018e+000, 4.991603e+000, 5.202678e+000, 4.785147e+000, 4.618920e+000, 3.958470e+000, 4.159967e+000, 2.755205e+000, 2.921377e+000, 1.147767e+000, 7.429054e-001, 8.779154e-001, 7.737801e-001, 8.876543e-001, 8.300073e-001, 8.915128e-001, 8.473051e-001, 7.583090e-001, 7.844248e-001, 7.011744e-001, 5.429922e-001, 3.434507e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -2.229307e+001, 1.004636e+000, -1.137702e+000, -1.832373e+000, -2.990252e+000, -7.507488e+000, -2.953836e+000, -1.841881e+000, -3.944795e+000, -4.447160e+000, -1.606075e+000, -3.243505e+000, 5.062907e+001, -4.120900e+000, 1.966318e-001, -2.038300e+000, -7.143876e-001, 4.005603e-001, 5.628871e-001, 7.547404e-001, 5.029458e-001, 4.257453e-001, 1.646929e-001, 5.147837e-001, 2.134615e-001, -1.755404e-001, 4.017507e-001, -5.361362e-001, -4.033258e-001, -3.520882e-001, -4.613359e-001, -1.508753e-001, -5.126168e-001, -3.248211e-001, -2.416630e-001, 3.282998e-002, -2.259075e-001, -1.767320e-001, -2.354866e-001 },
          { 7.237724e+001, 4.008308e+001, 6.719895e+001, 4.300748e+001, 6.065588e+001, 4.916878e+001, 5.064180e+001, 5.375556e+001, 4.356563e+001, 3.710214e+001, 3.238796e+001, 2.509702e+001, 6.026864e+001, 7.327789e+000, 4.179739e+000, 5.032387e+000, 5.212496e+000, 4.454018e+000, 4.991603e+000, 5.202678e+000, 4.785147e+000, 4.618920e+000, 3.958470e+000, 4.159967e+000, 2.755205e+000, 2.921377e+000, 1.147767e+000, 7.429054e-001, 8.779154e-001, 7.737801e-001, 8.876543e-001, 8.300073e-001, 8.915128e-001, 8.473051e-001, 7.583090e-001, 7.844248e-001, 7.011744e-001, 5.429922e-001, 3.434507e-001 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { -2.795621e+001, 2.693448e+000, -5.267695e+000, 1.341095e-001, -3.176827e-001, -2.199398e+000, 9.950739e-001, 2.326379e+000, 4.605643e-001, 3.275459e-001, 2.619860e+000, 1.330027e-001, 5.398297e+001, 1.272982e-001, 1.586616e-001, -1.540762e-002, 8.172084e-002, 1.725768e-001, 3.997357e-001, 2.334981e-001, 1.813118e-001, 2.786521e-001, 3.680927e-001, 2.214474e-001, 2.578910e-001, 2.474452e-001, 7.176912e-001, 1.699932e-002, 4.430957e-001, 1.088793e-001, 1.140414e-002, -1.006427e-001, -8.680802e-003, -7.652923e-003, 4.276902e-002, 6.150565e-003, -3.092942e-002, 8.559001e-003, 1.265224e-001 },
          { 1.477576e+001, 2.165981e+001, 3.975906e+001, 5.505688e+001, 4.896600e+001, 3.583035e+001, 2.580962e+001, 2.602670e+001, 2.000808e+001, 1.881966e+001, 1.866610e+001, 1.464875e+001, 2.534764e+001, 1.026679e+000, 1.061733e+000, 1.272086e+000, 1.286427e+000, 1.424763e+000, 1.647290e+000, 1.570458e+000, 1.660491e+000, 1.650679e+000, 1.615294e+000, 1.463593e+000, 1.375355e+000, 6.452561e-001, 3.628543e-001, 2.259848e-001, 2.718744e-001, 2.973084e-001, 3.098747e-001, 3.669799e-001, 3.575639e-001, 3.678445e-001, 3.681423e-001, 3.484893e-001, 3.212202e-001, 2.961923e-001, 1.379513e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -2.949378e+001, 8.318440e-001, -7.789886e+000, -2.833904e+000, -3.116711e+000, -4.593736e+000, -1.037053e+000, 2.857246e-001, -1.328651e+000, -1.407719e+000, 8.916884e-001, -1.397945e+000, 5.196911e+001, -2.780025e-001, -2.535001e-001, -4.665548e-001, -3.719622e-001, -3.048769e-001, -1.136515e-001, -2.677736e-001, -3.341283e-001, -2.352629e-001, -1.402841e-001, -2.624688e-001, -2.112111e-001, -7.386611e-002, 4.767417e-001, -1.731521e-001, 2.345294e-001, -1.092246e-001, -2.112614e-001, -3.429581e-001, -2.478674e-001, -2.502537e-001, -1.999299e-001, -2.299814e-001, -2.576346e-001, -2.091352e-001, -2.204475e-002 },
          { 1.477576e+001, 2.165981e+001, 3.975906e+001, 5.505688e+001, 4.896600e+001, 3.583035e+001, 2.580962e+001, 2.602670e+001, 2.000808e+001, 1.881966e+001, 1.866610e+001, 1.464875e+001, 2.534764e+001, 1.026679e+000, 1.061733e+000, 1.272086e+000, 1.286427e+000, 1.424763e+000, 1.647290e+000, 1.570458e+000, 1.660491e+000, 1.650679e+000, 1.615294e+000, 1.463593e+000, 1.375355e+000, 6.452561e-001, 3.628543e-001, 2.259848e-001, 2.718744e-001, 2.973084e-001, 3.098747e-001, 3.669799e-001, 3.575639e-001, 3.678445e-001, 3.681423e-001, 3.484893e-001, 3.212202e-001, 2.961923e-001, 1.379513e-001 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { -2.029605e+001, 8.803420e-001, -2.100909e+000, -5.807594e-001, -6.292093e-001, -3.594777e+000, 7.872834e-001, 2.271988e+000, 8.701432e-001, 3.239421e-001, 1.526835e+000, 4.877463e-002, 5.198987e+001, 3.556003e+000, 8.637944e-002, 1.663295e+000, 1.783019e-001, -3.101584e-001, -1.821357e-001, -2.748715e-001, -2.933891e-001, -1.669624e-002, 1.961154e-001, -3.161668e-001, -1.416029e-001, 2.391532e-001, 1.076496e+000, -1.249043e-001, 4.632117e-001, -4.392048e-003, -2.672092e-001, -1.418272e-001, -2.013624e-001, 4.596667e-002, 5.895286e-002, 9.474099e-002, -4.357015e-002, 2.510895e-003, 4.805220e-001 },
          { 7.053732e+001, 2.994393e+001, 4.053345e+001, 4.312953e+001, 5.243916e+001, 5.335754e+001, 3.765105e+001, 3.486879e+001, 3.279823e+001, 2.943335e+001, 3.031124e+001, 2.426954e+001, 7.042712e+001, 6.053237e+000, 3.316843e+000, 3.166517e+000, 3.889110e+000, 4.564438e+000, 5.568588e+000, 4.092720e+000, 3.884182e+000, 3.672519e+000, 3.376880e+000, 3.279253e+000, 2.656965e+000, 5.303334e+000, 1.530398e+000, 6.360893e-001, 6.599162e-001, 7.328349e-001, 8.430237e-001, 1.210608e+000, 9.439889e-001, 7.550843e-001, 7.613685e-001, 6.629261e-001, 7.588574e-001, 5.561863e-001, 7.809328e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -2.365551e+001, -1.308500e+000, -4.647545e+000, -3.207683e+000, -3.525805e+000, -6.516627e+000, -1.667135e+000, -9.000404e-002, -1.420646e+000, -1.846158e+000, -6.753912e-001, -1.921790e+000, 4.863303e+001, 2.571869e+000, -6.421086e-001, 9.515067e-001, -6.105312e-001, -1.164740e+000, -1.126050e+000, -1.084090e+000, -1.081722e+000, -7.832490e-001, -5.389362e-001, -1.040515e+000, -7.936109e-001, -6.820056e-001, 5.816589e-001, -4.439251e-001, 1.382707e-001, -3.468151e-001, -6.344745e-001, -5.819378e-001, -5.899988e-001, -3.016157e-001, -2.900729e-001, -2.309401e-001, -3.920198e-001, -2.958007e-001, 1.270404e-001 },
          { 7.053732e+001, 2.994393e+001, 4.053345e+001, 4.312953e+001, 5.243916e+001, 5.335754e+001, 3.765105e+001, 3.486879e+001, 3.279823e+001, 2.943335e+001, 3.031124e+001, 2.426954e+001, 7.042712e+001, 6.053237e+000, 3.316843e+000, 3.166517e+000, 3.889110e+000, 4.564438e+000, 5.568588e+000, 4.092720e+000, 3.884182e+000, 3.672519e+000, 3.376880e+000, 3.279253e+000, 2.656965e+000, 5.303334e+000, 1.530398e+000, 6.360893e-001, 6.599162e-001, 7.328349e-001, 8.430237e-001, 1.210608e+000, 9.439889e-001, 7.550843e-001, 7.613685e-001, 6.629261e-001, 7.588574e-001, 5.561863e-001, 7.809328e-001 }
        }
      }}
    }
  },
  { "t", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 6.417384e-001, 3.582616e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 7.335759e-001, 2.664241e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 6.824890e-001, 3.175110e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { -6.499109e+000, 6.043948e+000, 8.637714e+000, 3.897842e+000, -3.802670e+000, -5.314565e+000, -5.031086e+000, -4.824094e+000, -4.534101e+000, -2.575340e+000, -1.305755e+000, -2.073244e+000, 3.977572e+001, -1.617679e+000, 6.592402e-001, -1.909721e+000, 9.734833e-001, 2.718922e+000, 1.803810e+000, 1.798533e+000, 1.860092e+000, 2.229041e+000, 1.004948e+000, 1.305529e+000, 9.930183e-001, -1.802934e+000, -3.263785e-002, -6.646488e-001, 3.858552e-001, -7.932610e-001, -2.327937e-001, 3.048412e-001, 1.930316e-001, 3.800918e-001, 2.225175e-001, 6.927501e-001, 3.486578e-001, 2.583183e-001, 1.625563e+000 },
          { 3.460772e+001, 4.220123e+001, 4.452451e+001, 4.368740e+001, 5.262767e+001, 3.896916e+001, 3.880099e+001, 4.024451e+001, 4.433728e+001, 4.266139e+001, 3.740630e+001, 3.252005e+001, 5.671023e+001, 4.105283e+000, 7.819120e+000, 7.095819e+000, 7.044094e+000, 6.152900e+000, 4.334375e+000, 4.776660e+000, 5.826002e+000, 5.548560e+000, 5.921541e+000, 5.853281e+000, 3.737730e+000, 1.092882e+001, 6.428932e-001, 1.255351e+000, 1.184476e+000, 9.331734e-001, 1.168502e+000, 9.051294e-001, 8.496467e-001, 8.907709e-001, 9.758042e-001, 1.029119e+000, 9.927527e-001, 7.073744e-001, 1.840039e+000 }
        },
        { // pdf 2
          5.000000e-001,
          { -8.852242e+000, 3.445449e+000, 5.968647e+000, 1.253984e+000, -6.704468e+000, -7.811576e+000, -7.522704e+000, -7.361636e+000, -7.197551e+000, -5.187968e+000, -3.752183e+000, -4.354298e+000, 3.676348e+001, -2.428139e+000, -4.592673e-001, -2.975240e+000, -8.814515e-002, 1.726720e+000, 9.710438e-001, 9.243105e-001, 8.946077e-001, 1.286825e+000, 3.157965e-002, 3.377873e-001, 2.196899e-001, -3.125284e+000, -3.533603e-001, -1.112819e+000, -4.947937e-002, -1.179665e+000, -6.651828e-001, -7.571198e-002, -1.756735e-001, 2.569186e-003, -1.726137e-001, 2.869681e-001, -4.989005e-002, -7.810389e-002, 1.082971e+000 },
          { 3.460772e+001, 4.220123e+001, 4.452451e+001, 4.368740e+001, 5.262767e+001, 3.896916e+001, 3.880099e+001, 4.024451e+001, 4.433728e+001, 4.266139e+001, 3.740630e+001, 3.252005e+001, 5.671023e+001, 4.105283e+000, 7.819120e+000, 7.095819e+000, 7.044094e+000, 6.152900e+000, 4.334375e+000, 4.776660e+000, 5.826002e+000, 5.548560e+000, 5.921541e+000, 5.853281e+000, 3.737730e+000, 1.092882e+001, 6.428932e-001, 1.255351e+000, 1.184476e+000, 9.331734e-001, 1.168502e+000, 9.051294e-001, 8.496467e-001, 8.907709e-001, 9.758042e-001, 1.029119e+000, 9.927527e-001, 7.073744e-001, 1.840039e+000 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { -1.427132e+001, -2.978513e-001, 2.435735e+000, -6.865029e-001, -1.935250e-001, -4.395691e-001, -5.082534e-002, 1.167090e+000, 1.455308e+000, 1.907871e+000, 2.622060e+000, 3.548196e-001, 4.200940e+001, -7.459272e-001, -6.904822e-001, -5.530553e-002, -1.181454e+000, 2.730611e-002, 1.304387e-001, 7.003074e-001, 7.573057e-001, 3.049964e-001, 6.733370e-001, 7.207436e-001, 3.365031e-001, 4.476695e+000, 2.894859e-001, 5.039771e-001, 5.916498e-001, 2.322008e-001, -2.473181e-001, -2.384693e-001, 1.048373e-001, -7.742435e-002, -3.007601e-001, -5.579963e-002, -4.970399e-002, -3.201001e-004, 1.069981e+000 },
          { 1.826187e+001, 3.811745e+001, 2.204177e+001, 3.919612e+001, 2.517867e+001, 2.504867e+001, 2.565608e+001, 2.570962e+001, 2.768721e+001, 2.073203e+001, 1.746559e+001, 1.620074e+001, 1.506805e+002, 3.540358e+000, 4.439507e+000, 3.153742e+000, 4.155102e+000, 3.329047e+000, 3.623472e+000, 3.857482e+000, 3.843030e+000, 4.414974e+000, 3.344611e+000, 2.955953e+000, 2.439292e+000, 1.837391e+001, 5.633007e-001, 9.671784e-001, 6.412114e-001, 1.029749e+000, 6.901095e-001, 6.406056e-001, 7.667279e-001, 7.878050e-001, 7.356738e-001, 6.034157e-001, 5.663798e-001, 4.356145e-001, 3.583565e+000 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.598068e+001, -2.767425e+000, 5.577887e-001, -3.190775e+000, -2.200659e+000, -2.441515e+000, -2.076899e+000, -8.610965e-001, -6.494370e-001, 8.657303e-002, 9.503860e-001, -1.255186e+000, 3.709932e+001, -1.498561e+000, -1.533288e+000, -7.656567e-001, -1.996816e+000, -7.025209e-001, -6.309781e-001, -8.531158e-002, -2.684016e-002, -5.354772e-001, -5.819405e-002, 3.302819e-002, -2.882262e-001, 2.762103e+000, -1.072752e-002, 1.105961e-001, 2.713470e-001, -1.737054e-001, -5.796094e-001, -5.586207e-001, -2.454147e-001, -4.324579e-001, -6.438458e-001, -3.665190e-001, -3.507368e-001, -2.643245e-001, 3.127683e-001 },
          { 1.826187e+001, 3.811745e+001, 2.204177e+001, 3.919612e+001, 2.517867e+001, 2.504867e+001, 2.565608e+001, 2.570962e+001, 2.768721e+001, 2.073203e+001, 1.746559e+001, 1.620074e+001, 1.506805e+002, 3.540358e+000, 4.439507e+000, 3.153742e+000, 4.155102e+000, 3.329047e+000, 3.623472e+000, 3.857482e+000, 3.843030e+000, 4.414974e+000, 3.344611e+000, 2.955953e+000, 2.439292e+000, 1.837391e+001, 5.633007e-001, 9.671784e-001, 6.412114e-001, 1.029749e+000, 6.901095e-001, 6.406056e-001, 7.667279e-001, 7.878050e-001, 7.356738e-001, 6.034157e-001, 5.663798e-001, 4.356145e-001, 3.583565e+000 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { -1.763689e+001, -3.654479e-001, 4.686173e+000, -4.755510e+000, -3.792763e+000, -4.242599e+000, 2.752905e+000, 1.807190e+000, -2.316726e+000, 1.763251e+000, 3.426937e+000, 2.387716e-001, 5.589846e+001, 7.222401e-001, 4.497745e-001, 1.297030e+000, 1.101262e+000, -3.494195e-001, 7.583624e-002, 1.087602e+000, 7.332427e-001, -7.002931e-003, 4.847044e-002, 1.128822e-001, 3.254289e-001, 5.922685e-001, 1.124614e+000, 8.953658e-002, 4.100163e-001, 6.106380e-001, 9.389417e-002, 1.850664e-001, -2.346297e-001, -6.491766e-002, 1.091548e-001, -7.712944e-002, -1.512597e-001, -1.106114e-003, -6.147438e-001 },
          { 5.922477e+001, 2.995264e+001, 3.740769e+001, 3.691855e+001, 3.493066e+001, 3.007021e+001, 4.023464e+001, 4.456884e+001, 3.157967e+001, 3.410965e+001, 2.725835e+001, 2.330408e+001, 9.117741e+001, 5.061983e+000, 3.429624e+000, 3.479374e+000, 3.634928e+000, 3.169227e+000, 3.269373e+000, 3.239658e+000, 3.541877e+000, 3.203326e+000, 3.033269e+000, 2.741344e+000, 2.231889e+000, 5.827799e+000, 9.635901e-001, 6.613042e-001, 6.181774e-001, 8.457333e-001, 6.806880e-001, 7.078860e-001, 8.627229e-001, 7.244064e-001, 7.499654e-001, 6.401173e-001, 6.101132e-001, 4.688996e-001, 1.774716e+000 }
        },
        { // pdf 2
          5.000000e-001,
          { -2.071519e+001, -2.554608e+000, 2.239701e+000, -7.185936e+000, -6.156849e+000, -6.436051e+000, 2.156735e-001, -8.632060e-001, -4.564558e+000, -5.728880e-001, 1.338555e+000, -1.692200e+000, 5.207898e+001, -1.777139e-001, -2.909953e-001, 5.509070e-001, 3.386428e-001, -1.061512e+000, -6.474200e-001, 3.676403e-001, -1.955230e-002, -7.229164e-001, -6.481808e-001, -5.493980e-001, -2.721514e-001, -3.733649e-001, 7.319630e-001, -2.357459e-001, 9.551928e-002, 2.427830e-001, -2.361211e-001, -1.514775e-001, -6.061612e-001, -4.053659e-001, -2.372474e-001, -3.971588e-001, -4.636987e-001, -2.750111e-001, -1.147618e+000 },
          { 5.922477e+001, 2.995264e+001, 3.740769e+001, 3.691855e+001, 3.493066e+001, 3.007021e+001, 4.023464e+001, 4.456884e+001, 3.157967e+001, 3.410965e+001, 2.725835e+001, 2.330408e+001, 9.117741e+001, 5.061983e+000, 3.429624e+000, 3.479374e+000, 3.634928e+000, 3.169227e+000, 3.269373e+000, 3.239658e+000, 3.541877e+000, 3.203326e+000, 3.033269e+000, 2.741344e+000, 2.231889e+000, 5.827799e+000, 9.635901e-001, 6.613042e-001, 6.181774e-001, 8.457333e-001, 6.806880e-001, 7.078860e-001, 8.627229e-001, 7.244064e-001, 7.499654e-001, 6.401173e-001, 6.101132e-001, 4.688996e-001, 1.774716e+000 }
        }
      }}
    }
  },
  { "v", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 7.560624e-001, 2.439376e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 6.289004e-001, 3.710996e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 7.522605e-001, 2.477395e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { 6.179652e-001, -1.492231e+001, 1.996081e+000, -1.150999e+001, -9.578189e+000, -7.440979e+000, -2.620890e+000, 4.130089e+000, -1.485709e-001, -3.617382e+000, -7.484207e+000, -7.337009e+000, 6.832389e+001, 6.448832e-001, 5.429600e-001, 2.685671e-001, 7.600296e-001, 5.010378e-001, 1.210877e-001, -3.704870e-001, -1.447101e-001, 2.206361e-001, 6.900587e-001, 6.677221e-001, -3.979467e-003, -5.897811e-001, 6.952267e-002, 6.640550e-001, 1.684594e-001, 6.423969e-001, 4.118178e-001, 1.015862e-001, -3.086699e-001, -4.132019e-001, -2.110441e-003, 2.585176e-001, 3.913735e-001, 2.190291e-001, -5.136760e-001 },
          { 1.477746e+001, 2.252447e+001, 3.632294e+001, 4.021750e+001, 4.240230e+001, 5.219157e+001, 7.079467e+001, 5.929863e+001, 1.032385e+002, 7.324440e+001, 7.151564e+001, 5.133101e+001, 2.482228e+001, 3.393614e-001, 1.485360e+000, 8.732561e-001, 1.196098e+000, 1.391623e+000, 2.281675e+000, 2.812391e+000, 2.000912e+000, 1.853260e+000, 1.822279e+000, 2.076056e+000, 1.583722e+000, 1.099991e+000, 1.112539e-001, 1.815656e-001, 1.815326e-001, 3.052462e-001, 3.790367e-001, 3.657870e-001, 3.878120e-001, 3.524668e-001, 4.074873e-001, 3.206451e-001, 2.961102e-001, 2.853766e-001, 1.299486e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -9.196932e-001, -1.682071e+001, -4.146601e-001, -1.404669e+001, -1.218287e+001, -1.033073e+001, -5.986473e+000, 1.049865e+000, -4.212825e+000, -7.040700e+000, -1.086688e+001, -1.020284e+001, 6.633102e+001, 4.118643e-001, 5.545860e-002, -1.052256e-001, 3.225645e-001, 2.916946e-002, -4.831209e-001, -1.041294e+000, -7.105245e-001, -3.239019e-001, 1.500915e-001, 9.138108e-002, -5.073636e-001, -1.009303e+000, -6.389631e-002, 4.936130e-001, -1.967145e-003, 4.214005e-001, 1.655540e-001, -1.403351e-001, -5.577681e-001, -6.506775e-001, -2.574494e-001, 3.201544e-002, 1.737095e-001, 5.346498e-003, -6.578696e-001 },
          { 1.477746e+001, 2.252447e+001, 3.632294e+001, 4.021750e+001, 4.240230e+001, 5.219157e+001, 7.079467e+001, 5.929863e+001, 1.032385e+002, 7.324440e+001, 7.151564e+001, 5.133101e+001, 2.482228e+001, 3.393614e-001, 1.485360e+000, 8.732561e-001, 1.196098e+000, 1.391623e+000, 2.281675e+000, 2.812391e+000, 2.000912e+000, 1.853260e+000, 1.822279e+000, 2.076056e+000, 1.583722e+000, 1.099991e+000, 1.112539e-001, 1.815656e-001, 1.815326e-001, 3.052462e-001, 3.790367e-001, 3.657870e-001, 3.878120e-001, 3.524668e-001, 4.074873e-001, 3.206451e-001, 2.961102e-001, 2.853766e-001, 1.299486e-001 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { 3.414087e+000, -8.865073e+000, 3.506124e+000, -4.269775e+000, -6.950271e+000, -8.870518e+000, -9.021432e+000, -8.466766e-001, -2.073833e+000, -7.708761e-001, -2.333271e+000, -8.086467e+000, 6.031541e+001, -2.819497e-001, 3.535472e+000, 1.127128e+000, 3.255102e+000, 2.196531e+000, 1.057504e+000, -5.838104e-001, -2.027066e+000, -6.331711e-001, 4.520416e-001, 1.322082e+000, 8.242530e-001, -3.109257e+000, -6.342422e-001, 2.087174e-001, 7.821793e-002, 1.808018e-001, 3.967920e-001, 6.999297e-001, 8.502211e-001, 3.941599e-001, 1.132339e-001, -2.408887e-001, -2.608882e-002, 3.179772e-001, 2.197501e-001 },
          { 1.141957e+001, 3.347588e+001, 3.067039e+001, 4.452866e+001, 4.407517e+001, 5.544161e+001, 4.912661e+001, 6.074467e+001, 5.496847e+001, 6.099819e+001, 1.095477e+002, 3.609778e+001, 3.901655e+001, 2.532067e+000, 2.533987e+000, 2.522432e+000, 2.862223e+000, 2.944911e+000, 3.546959e+000, 5.574924e+000, 3.463125e+000, 4.263170e+000, 3.388084e+000, 3.574042e+000, 3.716762e+000, 1.427729e+000, 3.440399e-001, 6.279327e-001, 3.087283e-001, 6.735283e-001, 6.745443e-001, 5.982456e-001, 5.724542e-001, 7.528845e-001, 6.117386e-001, 4.929328e-001, 7.153166e-001, 4.347211e-001, 5.149344e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { 2.062373e+000, -1.117941e+001, 1.290890e+000, -6.938967e+000, -9.605836e+000, -1.184888e+001, -1.182505e+001, -3.964231e+000, -5.039463e+000, -3.894930e+000, -6.519873e+000, -1.048972e+001, 5.781689e+001, -9.184485e-001, 2.898732e+000, 4.918418e-001, 2.578378e+000, 1.510101e+000, 3.041692e-001, -1.528262e+000, -2.771445e+000, -1.459069e+000, -2.842283e-001, 5.658767e-001, 5.309678e-002, -3.587207e+000, -8.688618e-001, -1.082515e-001, -1.440354e-001, -1.474733e-001, 6.826941e-002, 3.905443e-001, 5.475783e-001, 4.708427e-002, -1.996210e-001, -5.217254e-001, -3.643944e-001, 5.424373e-002, -6.728558e-002 },
          { 1.141957e+001, 3.347588e+001, 3.067039e+001, 4.452866e+001, 4.407517e+001, 5.544161e+001, 4.912661e+001, 6.074467e+001, 5.496847e+001, 6.099819e+001, 1.095477e+002, 3.609778e+001, 3.901655e+001, 2.532067e+000, 2.533987e+000, 2.522432e+000, 2.862223e+000, 2.944911e+000, 3.546959e+000, 5.574924e+000, 3.463125e+000, 4.263170e+000, 3.388084e+000, 3.574042e+000, 3.716762e+000, 1.427729e+000, 3.440399e-001, 6.279327e-001, 3.087283e-001, 6.735283e-001, 6.745443e-001, 5.982456e-001, 5.724542e-001, 7.528845e-001, 6.117386e-001, 4.929328e-001, 7.153166e-001, 4.347211e-001, 5.149344e-001 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { -4.249724e+000, -1.772140e+000, 3.984159e+000, 2.024372e+000, -1.722909e+000, -3.526890e+000, -4.145250e+000, -2.744874e+000, -3.151016e+000, -2.359326e+000, -1.624777e+000, -4.346461e+000, 4.980070e+001, -4.640351e-001, 4.534042e-001, 1.234464e-001, 3.277788e-001, 4.460541e-001, 8.748865e-001, 1.010175e+000, 8.978806e-001, 6.731891e-001, 3.627844e-001, 5.703458e-001, 7.972878e-001, 2.999440e-002, 4.485602e-001, -4.879437e-001, -6.309394e-002, -5.587258e-001, -3.225207e-001, -7.865284e-002, 2.809219e-001, 7.242290e-001, 4.479461e-001, 2.157795e-001, 3.675972e-003, 8.283719e-002, 9.189684e-001 },
          { 5.853238e+001, 3.110446e+001, 2.667962e+001, 2.950160e+001, 3.321907e+001, 4.217839e+001, 5.841862e+001, 5.663612e+001, 4.623481e+001, 4.649499e+001, 5.354565e+001, 3.323699e+001, 6.160586e+001, 6.058473e+000, 4.425179e+000, 2.412433e+000, 4.435681e+000, 3.956328e+000, 3.785841e+000, 3.794073e+000, 4.050449e+000, 3.921277e+000, 3.574972e+000, 3.920751e+000, 2.589416e+000, 4.223822e+000, 7.507439e-001, 9.979424e-001, 5.849646e-001, 9.452475e-001, 7.110771e-001, 6.483942e-001, 9.507043e-001, 1.020569e+000, 8.511280e-001, 7.446447e-001, 7.060854e-001, 5.949249e-001, 7.709657e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -7.309982e+000, -4.002995e+000, 1.918066e+000, -1.482432e-001, -4.028349e+000, -6.124686e+000, -7.202534e+000, -5.755153e+000, -5.870863e+000, -5.086816e+000, -4.551773e+000, -6.652523e+000, 4.666112e+001, -1.448594e+000, -3.880401e-001, -4.978340e-001, -5.146635e-001, -3.495667e-001, 9.659695e-002, 2.310398e-001, 9.285147e-002, -1.188995e-001, -3.935194e-001, -2.216896e-001, 1.536213e-001, -7.920832e-001, 1.019782e-001, -8.875320e-001, -3.690259e-001, -9.476212e-001, -6.598223e-001, -4.007446e-001, -1.090944e-001, 3.201362e-001, 7.891969e-002, -1.293917e-001, -3.324396e-001, -2.256883e-001, 5.677498e-001 },
          { 5.853238e+001, 3.110446e+001, 2.667962e+001, 2.950160e+001, 3.321907e+001, 4.217839e+001, 5.841862e+001, 5.663612e+001, 4.623481e+001, 4.649499e+001, 5.354565e+001, 3.323699e+001, 6.160586e+001, 6.058473e+000, 4.425179e+000, 2.412433e+000, 4.435681e+000, 3.956328e+000, 3.785841e+000, 3.794073e+000, 4.050449e+000, 3.921277e+000, 3.574972e+000, 3.920751e+000, 2.589416e+000, 4.223822e+000, 7.507439e-001, 9.979424e-001, 5.849646e-001, 9.452475e-001, 7.110771e-001, 6.483942e-001, 9.507043e-001, 1.020569e+000, 8.511280e-001, 7.446447e-001, 7.060854e-001, 5.949249e-001, 7.709657e-001 }
        }
      }}
    }
  },
  { "w", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 7.977850e-001, 2.022150e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 8.296371e-001, 1.703629e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 8.324215e-001, 1.675785e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { 6.169955e+000, 6.171813e+000, 8.057376e-001, -8.320646e+000, -9.644593e+000, -3.948259e+000, -4.684494e+000, -5.316227e+000, -7.499445e+000, -3.734882e+000, -3.787953e+000, -5.928944e+000, 4.944386e+001, 1.680929e+000, 4.130267e-001, 2.351879e-001, -1.014414e+000, -1.052624e+000, 1.753171e-001, 4.198557e-001, 7.028525e-001, 3.594244e-001, 2.541513e-001, 8.012025e-002, -3.076826e-001, 1.522763e+000, -1.317800e-001, -3.286689e-001, 5.573804e-002, 4.363434e-002, 3.776128e-001, 3.946462e-001, 1.703782e-001, 4.417711e-001, 2.834062e-001, 2.548834e-001, 2.861438e-001, 2.108559e-001, 3.464603e-001 },
          { 4.240723e+001, 3.775132e+001, 3.183049e+001, 6.318068e+001, 4.958391e+001, 3.906027e+001, 4.408715e+001, 5.445439e+001, 4.756158e+001, 4.229615e+001, 5.736393e+001, 3.159043e+001, 5.238597e+001, 4.243723e+000, 3.698883e+000, 2.326657e+000, 6.131260e+000, 4.336541e+000, 3.197180e+000, 3.947299e+000, 4.604867e+000, 4.178857e+000, 3.823212e+000, 3.590035e+000, 2.688945e+000, 4.010823e+000, 6.143104e-001, 5.215147e-001, 4.231595e-001, 9.023635e-001, 8.566713e-001, 6.671931e-001, 6.250857e-001, 7.194142e-001, 6.982004e-001, 6.742857e-001, 5.746642e-001, 5.118430e-001, 3.815499e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { 3.565121e+000, 3.714129e+000, -1.451003e+000, -1.150010e+001, -1.246123e+001, -6.448187e+000, -7.340420e+000, -8.267956e+000, -1.025804e+001, -6.336302e+000, -6.817513e+000, -8.177158e+000, 4.654874e+001, 8.569171e-001, -3.562725e-001, -3.749474e-001, -2.004870e+000, -1.885598e+000, -5.399093e-001, -3.748568e-001, -1.555057e-001, -4.582657e-001, -5.279701e-001, -6.777753e-001, -9.636028e-001, 7.216812e-001, -4.452918e-001, -6.175328e-001, -2.044648e-001, -3.363369e-001, 7.386621e-003, 6.791862e-002, -1.458713e-001, 1.024979e-001, -5.082737e-002, -7.357624e-002, -1.708261e-002, -7.531693e-002, 9.938145e-002 },
          { 4.240723e+001, 3.775132e+001, 3.183049e+001, 6.318068e+001, 4.958391e+001, 3.906027e+001, 4.408715e+001, 5.445439e+001, 4.756158e+001, 4.229615e+001, 5.736393e+001, 3.159043e+001, 5.238597e+001, 4.243723e+000, 3.698883e+000, 2.326657e+000, 6.131260e+000, 4.336541e+000, 3.197180e+000, 3.947299e+000, 4.604867e+000, 4.178857e+000, 3.823212e+000, 3.590035e+000, 2.688945e+000, 4.010823e+000, 6.143104e-001, 5.215147e-001, 4.231595e-001, 9.023635e-001, 8.566713e-001, 6.671931e-001, 6.250857e-001, 7.194142e-001, 6.982004e-001, 6.742857e-001, 5.746642e-001, 5.118430e-001, 3.815499e-001 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { 8.296847e+000, -6.453735e-001, -1.367296e-002, -1.713617e+001, -1.278812e+001, 2.418103e+000, -2.771026e+000, 8.615764e-001, -6.017323e+000, -5.593359e+000, -1.498332e+000, -7.404821e+000, 5.884771e+001, -1.426761e-001, -1.355843e+000, -6.946355e-001, -8.354385e-001, 1.863237e+000, 2.113151e+000, 3.429084e-001, 8.220510e-001, -8.452830e-002, -5.560851e-001, 7.223399e-001, 5.122250e-001, 1.502868e+000, -1.098713e-001, -7.040362e-002, 6.680576e-002, 5.703818e-001, 7.148894e-001, 1.842898e-001, -1.843188e-001, -2.702134e-001, 1.179797e-001, 2.365801e-001, 2.535843e-001, 1.861600e-001, 2.883573e-002 },
          { 7.978180e+000, 3.220543e+001, 4.190899e+001, 6.136576e+001, 5.198573e+001, 6.342883e+001, 5.944069e+001, 7.426419e+001, 7.643649e+001, 5.205915e+001, 7.981629e+001, 3.706496e+001, 2.560857e+001, 3.520057e-001, 1.789799e+000, 1.123433e+000, 2.317937e+000, 3.973344e+000, 2.606814e+000, 2.632789e+000, 3.504624e+000, 3.149915e+000, 2.624317e+000, 2.402632e+000, 2.394036e+000, 7.105717e-001, 7.048643e-002, 1.856773e-001, 2.122682e-001, 4.524871e-001, 4.153436e-001, 5.587754e-001, 4.909497e-001, 5.040352e-001, 5.703008e-001, 6.252092e-001, 4.350662e-001, 4.262032e-001, 8.711980e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { 7.167021e+000, -2.915367e+000, -2.603159e+000, -2.026963e+001, -1.567216e+001, -7.675853e-001, -5.854938e+000, -2.585490e+000, -9.514442e+000, -8.479441e+000, -5.071930e+000, -9.840061e+000, 5.682351e+001, -3.799963e-001, -1.890977e+000, -1.118604e+000, -1.444429e+000, 1.065907e+000, 1.467325e+000, -3.061265e-001, 7.322540e-002, -7.944483e-001, -1.204075e+000, 1.023229e-001, -1.066820e-001, 1.165686e+000, -2.160685e-001, -2.427648e-001, -1.174845e-001, 3.013132e-001, 4.571007e-001, -1.147154e-001, -4.645900e-001, -5.541952e-001, -1.840934e-001, -7.970059e-002, -1.025389e-002, -7.497691e-002, -8.922853e-002 },
          { 7.978180e+000, 3.220543e+001, 4.190899e+001, 6.136576e+001, 5.198573e+001, 6.342883e+001, 5.944069e+001, 7.426419e+001, 7.643649e+001, 5.205915e+001, 7.981629e+001, 3.706496e+001, 2.560857e+001, 3.520057e-001, 1.789799e+000, 1.123433e+000, 2.317937e+000, 3.973344e+000, 2.606814e+000, 2.632789e+000, 3.504624e+000, 3.149915e+000, 2.624317e+000, 2.402632e+000, 2.394036e+000, 7.105717e-001, 7.048643e-002, 1.856773e-001, 2.122682e-001, 4.524871e-001, 4.153436e-001, 5.587754e-001, 4.909497e-001, 5.040352e-001, 5.703008e-001, 6.252092e-001, 4.350662e-001, 4.262032e-001, 8.711980e-002 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { 4.875477e+000, -1.126587e+001, -4.818944e+000, -1.570458e+001, 2.052899e+000, 7.329570e+000, -9.755491e+000, -2.984542e+000, -6.223655e+000, -6.336470e+000, -7.875764e-002, -8.146534e+000, 6.514972e+001, -5.063697e-001, -1.032652e+000, 4.166803e-001, 1.896870e+000, 1.454707e+000, -6.603439e-001, -1.285823e+000, 2.667461e-001, 1.673113e+000, 6.449500e-001, -2.709860e-001, -3.431954e-001, 7.124584e-001, 5.021273e-002, 3.523085e-001, 3.774395e-001, 3.083097e-001, -5.405142e-001, -4.530174e-001, 3.543770e-001, 5.414696e-001, 3.164836e-001, 1.894933e-002, -2.625794e-001, 1.873660e-001, -1.528967e-001 },
          { 1.016424e+001, 2.559960e+001, 3.156454e+001, 5.896913e+001, 6.339602e+001, 7.667957e+001, 7.952966e+001, 6.296561e+001, 9.771815e+001, 5.501732e+001, 8.622621e+001, 5.473237e+001, 2.433308e+001, 2.707139e-001, 9.013976e-001, 8.047726e-001, 1.077735e+000, 3.196029e+000, 2.497867e+000, 2.229189e+000, 2.903470e+000, 2.381079e+000, 2.695286e+000, 3.232579e+000, 2.251153e+000, 3.327118e-001, 3.276305e-002, 1.097317e-001, 1.242523e-001, 2.405553e-001, 3.243736e-001, 3.928062e-001, 4.538669e-001, 3.505587e-001, 6.531488e-001, 4.199450e-001, 4.251943e-001, 5.302139e-001, 3.692604e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { 3.600221e+000, -1.328971e+001, -7.066237e+000, -1.877624e+001, -1.131966e+000, 3.826895e+000, -1.332267e+001, -6.158577e+000, -1.017775e+001, -9.303416e+000, -3.793080e+000, -1.110579e+001, 6.317657e+001, -7.144904e-001, -1.412420e+000, 5.784386e-002, 1.481614e+000, 7.396091e-001, -1.292530e+000, -1.883041e+000, -4.148367e-001, 1.055883e+000, -1.174301e-002, -9.901610e-001, -9.433491e-001, 4.817337e-001, -2.218953e-002, 2.198054e-001, 2.364417e-001, 1.121239e-001, -7.683294e-001, -7.037144e-001, 8.489842e-002, 3.046376e-001, -6.786843e-003, -2.402633e-001, -5.234070e-001, -1.038972e-001, -2.297613e-001 },
          { 1.016424e+001, 2.559960e+001, 3.156454e+001, 5.896913e+001, 6.339602e+001, 7.667957e+001, 7.952966e+001, 6.296561e+001, 9.771815e+001, 5.501732e+001, 8.622621e+001, 5.473237e+001, 2.433308e+001, 2.707139e-001, 9.013976e-001, 8.047726e-001, 1.077735e+000, 3.196029e+000, 2.497867e+000, 2.229189e+000, 2.903470e+000, 2.381079e+000, 2.695286e+000, 3.232579e+000, 2.251153e+000, 3.327118e-001, 3.276305e-002, 1.097317e-001, 1.242523e-001, 2.405553e-001, 3.243736e-001, 3.928062e-001, 4.538669e-001, 3.505587e-001, 6.531488e-001, 4.199450e-001, 4.251943e-001, 5.302139e-001, 3.692604e-002 }
        }
      }}
    }
  },
  { "z", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 6.742120e-001, 3.257879e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 7.018497e-001, 2.981503e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 6.903388e-001, 3.096612e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { -6.581142e+000, 6.488978e+000, 6.434749e+000, 1.801039e+000, -3.161665e+000, -9.519124e+000, -6.794894e+000, -4.070838e+000, -4.793997e+000, -4.916547e+000, -4.366483e+000, -2.617012e+000, 5.077305e+001, -1.033303e+000, 2.729459e+000, 9.421202e-002, 1.053724e+000, 1.288583e+000, 5.665543e-002, 3.499266e-001, -7.420091e-002, 3.250783e-001, -2.177279e-001, 2.798641e-001, -2.773575e-002, 1.564492e+000, -2.447370e-001, 1.177072e-001, -5.455564e-002, 1.523067e-001, 3.082953e-001, 5.266130e-001, 3.338363e-001, 3.991232e-001, 2.594292e-001, 3.830334e-001, 3.370768e-001, 1.312715e-001, 1.173015e-001 },
          { 4.648178e+001, 4.697110e+001, 5.415826e+001, 4.007576e+001, 7.584791e+001, 6.274901e+001, 5.751768e+001, 5.381342e+001, 4.630492e+001, 4.872586e+001, 3.850361e+001, 3.539650e+001, 9.440482e+001, 7.183033e+000, 5.035484e+000, 4.280838e+000, 4.708762e+000, 5.297427e+000, 4.839805e+000, 4.557477e+000, 4.184690e+000, 3.987592e+000, 4.367942e+000, 3.750043e+000, 3.527640e+000, 4.571588e+000, 5.949613e-001, 6.640951e-001, 6.178185e-001, 5.342711e-001, 7.049341e-001, 7.985855e-001, 6.524961e-001, 6.872332e-001, 6.614283e-001, 6.513306e-001, 5.640181e-001, 5.741099e-001, 4.856374e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -9.308244e+000, 3.747560e+000, 3.491057e+000, -7.311774e-001, -6.645293e+000, -1.268770e+001, -9.828510e+000, -7.005144e+000, -7.515905e+000, -7.708703e+000, -6.848534e+000, -4.996810e+000, 4.688657e+001, -2.105351e+000, 1.831863e+000, -7.333954e-001, 1.857371e-001, 3.679372e-001, -8.233268e-001, -5.040033e-001, -8.924615e-001, -4.736799e-001, -1.053713e+000, -4.947369e-001, -7.790163e-001, 7.092416e-001, -5.532719e-001, -2.082609e-001, -3.689614e-001, -1.400687e-001, -2.754611e-002, 1.691586e-001, 1.072734e-002, 6.752504e-002, -6.588371e-002, 6.021319e-002, 3.667222e-002, -1.718087e-001, -1.614492e-001 },
          { 4.648178e+001, 4.697110e+001, 5.415826e+001, 4.007576e+001, 7.584791e+001, 6.274901e+001, 5.751768e+001, 5.381342e+001, 4.630492e+001, 4.872586e+001, 3.850361e+001, 3.539650e+001, 9.440482e+001, 7.183033e+000, 5.035484e+000, 4.280838e+000, 4.708762e+000, 5.297427e+000, 4.839805e+000, 4.557477e+000, 4.184690e+000, 3.987592e+000, 4.367942e+000, 3.750043e+000, 3.527640e+000, 4.571588e+000, 5.949613e-001, 6.640951e-001, 6.178185e-001, 5.342711e-001, 7.049341e-001, 7.985855e-001, 6.524961e-001, 6.872332e-001, 6.614283e-001, 6.513306e-001, 5.640181e-001, 5.741099e-001, 4.856374e-001 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { -1.456163e+001, 1.449470e+001, 5.341259e+000, 4.325584e+000, 6.551180e-001, -9.506422e+000, -7.710879e+000, -5.713177e+000, -5.325935e+000, -5.401707e+000, -4.279093e+000, -4.757562e+000, 5.632560e+001, -1.892347e+000, 1.144212e+000, -3.415544e-002, 8.867716e-001, 1.438326e+000, 1.480048e+000, 9.664183e-001, 7.384943e-001, 3.607430e-001, 4.132511e-001, 5.179037e-001, 2.016274e-001, 2.308082e-001, 5.709292e-001, -6.768018e-001, 3.030616e-001, -1.591754e-001, -2.534205e-001, 2.031153e-001, 1.996942e-001, 1.798292e-001, 1.115041e-001, 3.147178e-001, 1.674367e-001, 2.494091e-001, 1.065562e-001 },
          { 2.385990e+001, 2.631097e+001, 5.465116e+001, 4.556975e+001, 8.737940e+001, 4.505416e+001, 3.699408e+001, 4.459524e+001, 4.269312e+001, 5.405452e+001, 2.632710e+001, 3.476595e+001, 2.714988e+001, 2.620326e+000, 3.036983e+000, 1.999858e+000, 2.453843e+000, 2.479732e+000, 3.317127e+000, 2.538005e+000, 2.157357e+000, 2.032347e+000, 2.076009e+000, 1.983484e+000, 1.853395e+000, 1.096251e+000, 2.522125e-001, 4.413654e-001, 3.439299e-001, 4.600802e-001, 4.836693e-001, 5.404620e-001, 3.949118e-001, 4.607216e-001, 4.616631e-001, 5.224090e-001, 3.942683e-001, 3.868838e-001, 1.743204e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.651549e+001, 1.244293e+001, 2.384202e+000, 1.625370e+000, -3.083960e+000, -1.219132e+001, -1.014379e+001, -8.384363e+000, -7.939534e+000, -8.342578e+000, -6.331491e+000, -7.116068e+000, 5.424138e+001, -2.539844e+000, 4.471346e-001, -5.998208e-001, 2.601817e-001, 8.084397e-001, 7.515283e-001, 3.291736e-001, 1.509765e-001, -2.094986e-001, -1.630833e-001, -4.544114e-002, -3.429304e-001, -1.879999e-001, 3.700462e-001, -9.425431e-001, 6.847943e-002, -4.304922e-001, -5.316058e-001, -9.094916e-002, -5.167382e-002, -9.167670e-002, -1.602791e-001, 2.560636e-002, -8.372647e-002, 6.091375e-004, -6.045062e-002 },
          { 2.385990e+001, 2.631097e+001, 5.465116e+001, 4.556975e+001, 8.737940e+001, 4.505416e+001, 3.699408e+001, 4.459524e+001, 4.269312e+001, 5.405452e+001, 2.632710e+001, 3.476595e+001, 2.714988e+001, 2.620326e+000, 3.036983e+000, 1.999858e+000, 2.453843e+000, 2.479732e+000, 3.317127e+000, 2.538005e+000, 2.157357e+000, 2.032347e+000, 2.076009e+000, 1.983484e+000, 1.853395e+000, 1.096251e+000, 2.522125e-001, 4.413654e-001, 3.439299e-001, 4.600802e-001, 4.836693e-001, 5.404620e-001, 3.949118e-001, 4.607216e-001, 4.616631e-001, 5.224090e-001, 3.942683e-001, 3.868838e-001, 1.743204e-001 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { -2.168649e+001, 1.098878e+001, 3.164825e+000, 3.456666e+000, 2.225636e+000, -3.270749e+000, -2.603763e+000, -1.927185e+000, -3.671203e+000, -3.070480e+000, -1.425968e+000, -3.270757e+000, 5.573806e+001, 6.238072e-001, -7.737843e-001, 4.095704e-001, -4.737287e-001, -7.248341e-001, -6.978001e-003, 5.621145e-001, 3.351105e-001, 6.164410e-001, 7.607428e-001, 8.266249e-001, 5.924644e-001, 1.099087e+000, 1.371825e+000, -2.808998e-001, 7.042865e-001, -1.977166e-001, -7.305459e-001, -6.386592e-001, -3.586242e-001, -2.874177e-001, 1.466603e-002, 4.640534e-002, 3.902015e-002, 1.362478e-001, 4.059416e-001 },
          { 2.868426e+001, 3.571067e+001, 9.137562e+001, 4.664254e+001, 7.024263e+001, 4.938216e+001, 5.132935e+001, 4.446900e+001, 3.690564e+001, 3.739588e+001, 2.589516e+001, 2.986586e+001, 3.506701e+001, 3.387784e+000, 2.284612e+000, 2.956129e+000, 2.248991e+000, 2.695473e+000, 3.381077e+000, 2.627891e+000, 2.838576e+000, 2.529736e+000, 2.703921e+000, 2.033671e+000, 1.781065e+000, 8.389028e-001, 3.996144e-001, 6.818265e-001, 5.705622e-001, 6.231515e-001, 5.486998e-001, 6.805675e-001, 5.646003e-001, 5.483647e-001, 5.531732e-001, 5.610515e-001, 4.756802e-001, 4.202585e-001, 1.532119e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -2.382879e+001, 8.598446e+000, -6.587989e-001, 7.248521e-001, -1.126799e+000, -6.081647e+000, -5.469543e+000, -4.594589e+000, -6.101203e+000, -5.516567e+000, -3.461460e+000, -5.456743e+000, 5.336936e+001, -1.124302e-001, -1.378382e+000, -2.781655e-001, -1.073594e+000, -1.381550e+000, -7.424862e-001, -8.631633e-002, -3.388125e-001, -1.976479e-002, 1.029987e-001, 2.561975e-001, 5.863821e-002, 7.327200e-001, 1.118965e+000, -6.111910e-001, 4.021442e-001, -5.134764e-001, -1.026843e+000, -9.686453e-001, -6.591837e-001, -5.836243e-001, -2.828364e-001, -2.532081e-001, -2.368581e-001, -1.230616e-001, 2.493724e-001 },
          { 2.868426e+001, 3.571067e+001, 9.137562e+001, 4.664254e+001, 7.024263e+001, 4.938216e+001, 5.132935e+001, 4.446900e+001, 3.690564e+001, 3.739588e+001, 2.589516e+001, 2.986586e+001, 3.506701e+001, 3.387784e+000, 2.284612e+000, 2.956129e+000, 2.248991e+000, 2.695473e+000, 3.381077e+000, 2.627891e+000, 2.838576e+000, 2.529736e+000, 2.703921e+000, 2.033671e+000, 1.781065e+000, 8.389028e-001, 3.996144e-001, 6.818265e-001, 5.705622e-001, 6.231515e-001, 5.486998e-001, 6.805675e-001, 5.646003e-001, 5.483647e-001, 5.531732e-001, 5.610515e-001, 4.756802e-001, 4.202585e-001, 1.532119e-001 }
        }
      }}
    }
  },
  { "ah", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 6.985369e-001, 3.014631e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 5.712691e-001, 4.287309e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 5.327887e-001, 4.672113e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { 2.640489e+000, -1.196023e+001, 1.457236e+000, -7.631179e+000, -3.868123e+000, -4.399496e+000, -1.144657e+001, 1.176092e+000, -2.377645e+000, -5.620184e+000, -5.172301e+000, -8.039854e+000, 6.386936e+001, -5.378755e-002, -6.133485e-003, 1.064535e+000, 2.141540e-001, -7.454525e-001, -5.688611e-001, 9.422320e-001, 1.676479e+000, -6.383516e-002, -4.271293e-001, -3.340750e-001, 8.996561e-001, 7.482421e-001, 1.111342e-001, 6.510822e-001, 3.304809e-001, 3.315452e-001, 1.062601e-001, 1.998898e-001, 4.348138e-001, -3.632484e-001, -4.145795e-001, 3.599457e-001, 3.437568e-001, 2.577939e-001, -3.762643e-001 },
          { 1.374686e+001, 2.792357e+001, 3.375932e+001, 3.855578e+001, 5.125336e+001, 7.649004e+001, 5.317889e+001, 5.355345e+001, 7.841261e+001, 9.118377e+001, 8.391587e+001, 3.704036e+001, 2.671284e+001, 5.689839e-001, 1.618820e+000, 1.354061e+000, 3.505250e+000, 2.325053e+000, 2.800776e+000, 2.816493e+000, 2.607099e+000, 3.108575e+000, 2.723957e+000, 2.869225e+000, 2.831013e+000, 1.435778e+000, 1.181354e-001, 2.858176e-001, 2.034677e-001, 5.314350e-001, 3.902286e-001, 3.981845e-001, 5.605151e-001, 6.817928e-001, 6.141751e-001, 5.016115e-001, 5.082990e-001, 3.884523e-001, 2.443830e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { 1.157419e+000, -1.407394e+001, -8.668747e-001, -1.011491e+001, -6.731781e+000, -7.897840e+000, -1.436353e+001, -1.751117e+000, -5.919681e+000, -9.439792e+000, -8.836525e+000, -1.047429e+001, 6.180198e+001, -3.555116e-001, -5.150649e-001, 5.990788e-001, -5.347385e-001, -1.355378e+000, -1.238282e+000, 2.709356e-001, 1.030619e+000, -7.690812e-001, -1.087306e+000, -1.011626e+000, 2.266315e-001, 2.689463e-001, -2.634912e-002, 4.372346e-001, 1.500513e-001, 3.994682e-002, -1.436131e-001, -5.251768e-002, 1.353436e-001, -6.935313e-001, -7.280567e-001, 7.664753e-002, 5.857642e-002, 8.490113e-003, -5.740047e-001 },
          { 1.374686e+001, 2.792357e+001, 3.375932e+001, 3.855578e+001, 5.125336e+001, 7.649004e+001, 5.317889e+001, 5.355345e+001, 7.841261e+001, 9.118377e+001, 8.391587e+001, 3.704036e+001, 2.671284e+001, 5.689839e-001, 1.618820e+000, 1.354061e+000, 3.505250e+000, 2.325053e+000, 2.800776e+000, 2.816493e+000, 2.607099e+000, 3.108575e+000, 2.723957e+000, 2.869225e+000, 2.831013e+000, 1.435778e+000, 1.181354e-001, 2.858176e-001, 2.034677e-001, 5.314350e-001, 3.902286e-001, 3.981845e-001, 5.605151e-001, 6.817928e-001, 6.141751e-001, 5.016115e-001, 5.082990e-001, 3.884523e-001, 2.443830e-001 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { 1.939047e+000, -1.038778e+001, 4.320286e+000, -7.854966e+000, -6.308264e+000, -7.267971e+000, -9.220248e+000, 2.929300e+000, -6.791910e+000, -7.575034e+000, -6.779278e+000, -5.485140e+000, 6.321476e+001, 6.373522e-001, 2.238206e+000, 1.893000e+000, 1.933521e+000, -9.548613e-001, -5.050731e-001, 1.504952e+000, -1.753620e+000, -1.157856e+000, 1.350807e+000, 1.955122e-001, 1.009139e+000, -1.657590e+000, 2.532322e-001, 5.905915e-001, 1.710392e-001, 5.719185e-001, 4.227977e-002, 4.209315e-001, 3.979294e-001, -1.091747e+000, 2.025776e-001, 6.221191e-001, 1.587515e-001, 1.460752e-001, -4.393897e-001 },
          { 1.340843e+001, 2.779846e+001, 3.505663e+001, 5.342755e+001, 4.699885e+001, 7.373855e+001, 6.036678e+001, 5.776377e+001, 1.162431e+002, 8.054053e+001, 5.806663e+001, 4.581253e+001, 2.443098e+001, 6.499155e-001, 1.243454e+000, 1.837012e+000, 2.798279e+000, 3.099671e+000, 4.481051e+000, 3.800066e+000, 6.136888e+000, 4.458178e+000, 3.318639e+000, 3.340826e+000, 3.144276e+000, 8.038686e-001, 9.981555e-002, 2.294138e-001, 3.389162e-001, 4.677704e-001, 4.896978e-001, 7.057819e-001, 7.992886e-001, 7.620942e-001, 1.000551e+000, 6.295567e-001, 6.009893e-001, 5.616884e-001, 1.315582e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { 4.743465e-001, -1.249676e+001, 1.951940e+000, -1.077873e+001, -9.050492e+000, -1.070282e+001, -1.232809e+001, -1.107996e-001, -1.110455e+001, -1.116481e+001, -9.827337e+000, -8.192538e+000, 6.123764e+001, 3.148828e-001, 1.792165e+000, 1.350854e+000, 1.264399e+000, -1.659097e+000, -1.351813e+000, 7.252018e-001, -2.744530e+000, -2.002432e+000, 6.221220e-001, -5.356048e-001, 2.998551e-001, -2.016224e+000, 1.268578e-001, 3.990029e-001, -6.182688e-002, 2.983435e-001, -2.376339e-001, 8.488816e-002, 4.031762e-002, -1.440939e+000, -1.975326e-001, 3.047407e-001, -1.513425e-001, -1.537083e-001, -5.844735e-001 },
          { 1.340843e+001, 2.779846e+001, 3.505663e+001, 5.342755e+001, 4.699885e+001, 7.373855e+001, 6.036678e+001, 5.776377e+001, 1.162431e+002, 8.054053e+001, 5.806663e+001, 4.581253e+001, 2.443098e+001, 6.499155e-001, 1.243454e+000, 1.837012e+000, 2.798279e+000, 3.099671e+000, 4.481051e+000, 3.800066e+000, 6.136888e+000, 4.458178e+000, 3.318639e+000, 3.340826e+000, 3.144276e+000, 8.038686e-001, 9.981555e-002, 2.294138e-001, 3.389162e-001, 4.677704e-001, 4.896978e-001, 7.057819e-001, 7.992886e-001, 7.620942e-001, 1.000551e+000, 6.295567e-001, 6.009893e-001, 5.616884e-001, 1.315582e-001 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { 4.000301e+000, -3.392802e+000, 8.783531e+000, -2.567910e-001, -1.029573e+001, -8.136519e+000, -4.770190e+000, -9.015121e+000, -9.525729e+000, -2.124724e+000, -7.289000e+000, -3.967856e+000, 5.670466e+001, 5.010762e-001, 2.224301e+000, 1.378942e+000, 1.804701e+000, -8.297245e-001, 4.702344e-001, 1.885822e+000, -2.856742e+000, -4.729185e-001, 1.421650e+000, 4.220840e-002, 8.409271e-001, -1.563859e+000, -9.456389e-002, -2.360254e-001, -3.439735e-001, -3.484889e-001, 4.810505e-001, 4.926496e-001, -1.651949e-001, 8.381825e-001, 5.066773e-001, -1.940244e-001, 2.910556e-001, -6.343213e-002, 3.951595e-001 },
          { 6.818039e+000, 2.362419e+001, 2.448457e+001, 5.901627e+001, 4.683470e+001, 6.963779e+001, 5.193123e+001, 6.891068e+001, 7.783832e+001, 7.536373e+001, 8.311473e+001, 5.849763e+001, 2.145133e+001, 5.314723e-001, 1.375083e+000, 2.269506e+000, 2.591698e+000, 2.613453e+000, 4.761714e+000, 4.431646e+000, 5.538888e+000, 6.392807e+000, 3.470008e+000, 3.251202e+000, 3.020870e+000, 6.495711e-001, 6.591291e-002, 1.922144e-001, 2.434126e-001, 2.994822e-001, 3.617790e-001, 4.836050e-001, 4.477428e-001, 7.039300e-001, 5.846775e-001, 4.477910e-001, 4.395785e-001, 4.281116e-001, 9.155662e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { 2.955847e+000, -5.336991e+000, 6.804256e+000, -3.329673e+000, -1.303317e+001, -1.147449e+001, -7.652723e+000, -1.233562e+001, -1.305477e+001, -5.597216e+000, -1.093569e+001, -7.027206e+000, 5.485204e+001, 2.094676e-001, 1.755245e+000, 7.763464e-001, 1.160751e+000, -1.476372e+000, -4.026197e-001, 1.043764e+000, -3.798136e+000, -1.484278e+000, 6.765319e-001, -6.790352e-001, 1.457011e-001, -1.886243e+000, -1.972579e-001, -4.113944e-001, -5.413209e-001, -5.673887e-001, 2.404583e-001, 2.144828e-001, -4.328493e-001, 5.025803e-001, 2.008205e-001, -4.616932e-001, 2.585276e-002, -3.251531e-001, 2.741261e-001 },
          { 6.818039e+000, 2.362419e+001, 2.448457e+001, 5.901627e+001, 4.683470e+001, 6.963779e+001, 5.193123e+001, 6.891068e+001, 7.783832e+001, 7.536373e+001, 8.311473e+001, 5.849763e+001, 2.145133e+001, 5.314723e-001, 1.375083e+000, 2.269506e+000, 2.591698e+000, 2.613453e+000, 4.761714e+000, 4.431646e+000, 5.538888e+000, 6.392807e+000, 3.470008e+000, 3.251202e+000, 3.020870e+000, 6.495711e-001, 6.591291e-002, 1.922144e-001, 2.434126e-001, 2.994822e-001, 3.617790e-001, 4.836050e-001, 4.477428e-001, 7.039300e-001, 5.846775e-001, 4.477910e-001, 4.395785e-001, 4.281116e-001, 9.155662e-002 }
        }
      }}
    }
  },
  { "ao", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 6.552048e-001, 3.447952e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 8.661125e-001, 1.338875e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 8.216342e-001, 1.783658e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { 9.119596e+000, 1.225859e+000, -2.283825e+000, -2.097083e+001, -1.528175e+001, 1.694488e+000, -5.095656e+000, -1.076447e-001, -8.402207e+000, -3.289520e+000, -5.795319e-001, -4.631340e+000, 5.844261e+001, 2.431278e+000, 8.484168e-001, 2.221159e-001, -2.651406e+000, -1.729731e+000, 7.723517e-001, 6.822892e-002, 1.085746e+000, -1.380322e-001, 2.175236e-001, 3.454320e-001, -2.761905e-001, 1.122822e+000, -1.470902e+000, -4.271311e-001, 1.590162e-001, 1.663961e+000, 1.099638e+000, -1.219048e-002, 3.546223e-001, 2.385113e-001, 8.073705e-001, 4.703461e-001, 3.761031e-001, 3.448396e-001, -3.092788e-001 },
          { 9.940367e+000, 2.510032e+001, 4.369862e+001, 5.420226e+001, 5.104560e+001, 5.446535e+001, 4.728973e+001, 6.103713e+001, 7.156669e+001, 5.250706e+001, 8.152340e+001, 3.221415e+001, 1.922816e+001, 4.716630e+000, 1.980387e+000, 2.052587e+000, 7.336383e+000, 5.583674e+000, 3.208089e+000, 2.767848e+000, 3.158111e+000, 4.472764e+000, 3.882822e+000, 4.139719e+000, 2.374969e+000, 1.222174e+000, 3.046130e-001, 3.915008e-001, 4.004364e-001, 5.945991e-001, 5.396674e-001, 5.489138e-001, 4.587486e-001, 5.963933e-001, 6.543394e-001, 5.463765e-001, 6.617410e-001, 3.961592e-001, 1.893732e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { 7.858463e+000, -7.781495e-001, -4.928022e+000, -2.391572e+001, -1.813960e+001, -1.257538e+000, -7.846357e+000, -3.232695e+000, -1.178609e+001, -6.187990e+000, -4.191144e+000, -6.901640e+000, 5.668861e+001, 1.562566e+000, 2.855119e-001, -3.509582e-001, -3.734836e+000, -2.674923e+000, 5.590611e-002, -5.972451e-001, 3.749028e-001, -9.839886e-001, -5.706714e-001, -4.684200e-001, -8.926279e-001, 6.806141e-001, -1.691669e+000, -6.774112e-001, -9.410400e-002, 1.355520e+000, 8.057892e-001, -3.085454e-001, 8.369834e-002, -7.039467e-002, 4.838055e-001, 1.746769e-001, 5.071327e-002, 9.307484e-002, -4.833469e-001 },
          { 9.940367e+000, 2.510032e+001, 4.369862e+001, 5.420226e+001, 5.104560e+001, 5.446535e+001, 4.728973e+001, 6.103713e+001, 7.156669e+001, 5.250706e+001, 8.152340e+001, 3.221415e+001, 1.922816e+001, 4.716630e+000, 1.980387e+000, 2.052587e+000, 7.336383e+000, 5.583674e+000, 3.208089e+000, 2.767848e+000, 3.158111e+000, 4.472764e+000, 3.882822e+000, 4.139719e+000, 2.374969e+000, 1.222174e+000, 3.046130e-001, 3.915008e-001, 4.004364e-001, 5.945991e-001, 5.396674e-001, 5.489138e-001, 4.587486e-001, 5.963933e-001, 6.543394e-001, 5.463765e-001, 6.617410e-001, 3.961592e-001, 1.893732e-001 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { 9.146526e+000, 1.567611e+000, -2.034721e+000, -2.215225e+001, -1.653809e+001, 1.378542e+000, -3.579775e+000, 1.674279e+000, -6.937387e+000, -3.461502e+000, 1.534430e-001, -5.660140e+000, 5.892976e+001, 1.191080e-001, -2.192272e-001, -3.775271e-001, 6.949825e-001, 7.066919e-001, 9.995649e-002, 4.673089e-001, 4.318286e-001, -1.337263e-001, 1.837993e-001, 6.823296e-001, 4.758742e-001, 2.851657e-001, -5.479648e-003, -1.698792e-001, -1.513472e-001, 4.291399e-001, 4.675722e-001, 4.258550e-002, -1.348086e-002, 4.207115e-002, 7.952779e-003, 1.378171e-001, 2.344659e-001, 2.140723e-001, 9.388562e-002 },
          { 1.092096e+001, 2.627914e+001, 4.807027e+001, 5.059306e+001, 5.851387e+001, 5.664075e+001, 5.773986e+001, 6.916011e+001, 8.473623e+001, 6.004041e+001, 8.769733e+001, 4.327876e+001, 2.307789e+001, 1.404117e-001, 1.296059e+000, 1.215877e+000, 1.092265e+000, 1.597783e+000, 1.229424e+000, 1.320454e+000, 1.460743e+000, 1.884611e+000, 1.995353e+000, 1.656305e+000, 1.840179e+000, 3.811886e-001, 3.959547e-002, 1.053660e-001, 1.280037e-001, 1.908512e-001, 2.179778e-001, 2.230739e-001, 2.769230e-001, 2.351804e-001, 2.853261e-001, 2.964619e-001, 2.468994e-001, 2.811651e-001, 4.709262e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { 7.824652e+000, -4.829164e-001, -4.808031e+000, -2.499741e+001, -1.959787e+001, -1.631860e+000, -6.619245e+000, -1.652223e+000, -1.061948e+001, -6.560932e+000, -3.592431e+000, -8.291604e+000, 5.700818e+001, -3.077820e-002, -6.746055e-001, -8.185944e-001, 2.769365e-001, 2.010781e-001, -3.435611e-001, 7.664881e-003, -5.161620e-002, -6.828509e-001, -3.812285e-001, 1.675396e-001, -6.673859e-002, 3.820376e-002, -8.507409e-002, -2.997198e-001, -2.944576e-001, 2.543938e-001, 2.808198e-001, -1.463373e-001, -2.239747e-001, -1.519105e-001, -2.057109e-001, -7.997613e-002, 3.570996e-002, 1.972297e-003, 7.082281e-003 },
          { 1.092096e+001, 2.627914e+001, 4.807027e+001, 5.059306e+001, 5.851387e+001, 5.664075e+001, 5.773986e+001, 6.916011e+001, 8.473623e+001, 6.004041e+001, 8.769733e+001, 4.327876e+001, 2.307789e+001, 1.404117e-001, 1.296059e+000, 1.215877e+000, 1.092265e+000, 1.597783e+000, 1.229424e+000, 1.320454e+000, 1.460743e+000, 1.884611e+000, 1.995353e+000, 1.656305e+000, 1.840179e+000, 3.811886e-001, 3.959547e-002, 1.053660e-001, 1.280037e-001, 1.908512e-001, 2.179778e-001, 2.230739e-001, 2.769230e-001, 2.351804e-001, 2.853261e-001, 2.964619e-001, 2.468994e-001, 2.811651e-001, 4.709262e-002 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { 9.512727e+000, -6.161088e+000, -1.181033e+001, -1.291261e+001, -3.205688e+000, -1.793208e+000, -8.519916e+000, 3.658971e+000, -7.879495e+000, -1.678523e+000, 4.021626e+000, -3.093366e+000, 6.181843e+001, 2.917172e-002, -8.847968e-001, -6.982802e-001, 2.108754e+000, 2.532092e+000, -7.152138e-001, -1.557519e+000, 6.690259e-001, 1.266343e+000, 1.112942e+000, 1.366518e-002, 9.744417e-002, 3.276644e-001, -2.301600e-002, 2.496741e-001, 5.177770e-001, 1.377417e-001, -9.645331e-002, -9.834295e-002, 1.241449e-001, 2.586503e-001, 4.948618e-001, 1.439849e-001, -2.835013e-001, 2.556545e-002, -1.291089e-001 },
          { 1.180857e+001, 3.377190e+001, 4.172018e+001, 4.923079e+001, 9.685764e+001, 6.996738e+001, 9.930367e+001, 8.858174e+001, 1.305552e+002, 1.050925e+002, 9.696680e+001, 7.032622e+001, 2.462528e+001, 2.498880e-001, 1.288863e+000, 1.904259e+000, 1.797372e+000, 2.752129e+000, 3.275869e+000, 3.399987e+000, 3.689165e+000, 3.314987e+000, 4.378942e+000, 3.392188e+000, 3.868256e+000, 4.488784e-001, 4.099362e-002, 1.241470e-001, 2.221051e-001, 2.395164e-001, 3.924446e-001, 4.068817e-001, 6.634536e-001, 5.596432e-001, 5.825871e-001, 9.054665e-001, 5.069336e-001, 6.446866e-001, 3.810135e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { 8.138183e+000, -8.485632e+000, -1.439397e+001, -1.571919e+001, -7.142339e+000, -5.139068e+000, -1.250597e+001, -1.057435e-001, -1.244993e+001, -5.779109e+000, 8.275757e-002, -6.447795e+000, 5.983347e+001, -1.707835e-001, -1.338909e+000, -1.250260e+000, 1.572490e+000, 1.868510e+000, -1.439188e+000, -2.295081e+000, -9.926210e-002, 5.380591e-001, 2.759048e-001, -7.230506e-001, -6.892712e-001, 5.967083e-002, -1.040035e-001, 1.087361e-001, 3.292648e-001, -5.801995e-002, -3.470349e-001, -3.534921e-001, -2.016657e-001, -4.058691e-002, 1.895522e-001, -2.366391e-001, -5.682983e-001, -2.956041e-001, -2.071871e-001 },
          { 1.180857e+001, 3.377190e+001, 4.172018e+001, 4.923079e+001, 9.685764e+001, 6.996738e+001, 9.930367e+001, 8.858174e+001, 1.305552e+002, 1.050925e+002, 9.696680e+001, 7.032622e+001, 2.462528e+001, 2.498880e-001, 1.288863e+000, 1.904259e+000, 1.797372e+000, 2.752129e+000, 3.275869e+000, 3.399987e+000, 3.689165e+000, 3.314987e+000, 4.378942e+000, 3.392188e+000, 3.868256e+000, 4.488784e-001, 4.099362e-002, 1.241470e-001, 2.221051e-001, 2.395164e-001, 3.924446e-001, 4.068817e-001, 6.634536e-001, 5.596432e-001, 5.825871e-001, 9.054665e-001, 5.069336e-001, 6.446866e-001, 3.810135e-002 }
        }
      }}
    }
  },
  { "ay", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 7.417882e-001, 2.582118e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 8.920689e-001, 1.079311e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 7.759104e-001, 2.240896e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { 2.413604e+000, -1.689063e+001, -3.471597e+000, -1.008218e+001, 8.043815e-001, 2.850590e+000, -6.303092e+000, -1.042674e+000, -2.057228e+000, -5.888795e+000, -4.801411e+000, -8.162535e+000, 6.785850e+001, -2.965593e-002, -3.066677e-001, -9.805278e-002, 6.316872e-001, 1.102423e+000, 5.880582e-001, -5.722322e-002, -1.516937e-001, 6.990740e-001, -7.339844e-002, 2.379056e-001, 1.535838e-001, 2.403760e-001, 7.982595e-002, 3.847905e-001, 3.407087e-001, 2.300756e-001, -1.783601e-001, -1.733996e-001, 1.053225e-001, 1.511792e-001, 3.878050e-002, 1.956398e-001, 1.509559e-001, 1.642502e-001, -1.945747e-001 },
          { 1.534461e+001, 2.752153e+001, 4.058853e+001, 4.884498e+001, 4.509766e+001, 9.023180e+001, 8.515456e+001, 7.310942e+001, 7.622844e+001, 6.791898e+001, 7.615086e+001, 4.875092e+001, 1.872097e+001, 3.332266e-001, 5.363244e-001, 9.573725e-001, 1.175621e+000, 1.475417e+000, 1.539509e+000, 1.933024e+000, 1.619790e+000, 1.455974e+000, 1.373729e+000, 1.656483e+000, 1.448540e+000, 2.412220e-001, 8.020728e-002, 1.548682e-001, 1.400720e-001, 2.517956e-001, 2.366945e-001, 2.304134e-001, 3.066647e-001, 3.745846e-001, 2.982053e-001, 2.552679e-001, 2.683830e-001, 2.333937e-001, 1.071025e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { 8.467160e-001, -1.898907e+001, -6.019963e+000, -1.287774e+001, -1.881810e+000, -9.490263e-001, -9.994261e+000, -4.462836e+000, -5.549584e+000, -9.185314e+000, -8.291989e+000, -1.095541e+001, 6.612778e+001, -2.605591e-001, -5.996044e-001, -4.894345e-001, 1.979830e-001, 6.165563e-001, 9.175040e-002, -6.133562e-001, -6.607776e-001, 2.164190e-001, -5.422232e-001, -2.769121e-001, -3.278374e-001, 4.391859e-002, -3.345761e-002, 2.273773e-001, 1.910039e-001, 2.935862e-002, -3.729651e-001, -3.654052e-001, -1.161868e-001, -9.363407e-002, -1.796522e-001, -6.456326e-003, -5.626685e-002, -2.899314e-002, -3.254807e-001 },
          { 1.534461e+001, 2.752153e+001, 4.058853e+001, 4.884498e+001, 4.509766e+001, 9.023180e+001, 8.515456e+001, 7.310942e+001, 7.622844e+001, 6.791898e+001, 7.615086e+001, 4.875092e+001, 1.872097e+001, 3.332266e-001, 5.363244e-001, 9.573725e-001, 1.175621e+000, 1.475417e+000, 1.539509e+000, 1.933024e+000, 1.619790e+000, 1.455974e+000, 1.373729e+000, 1.656483e+000, 1.448540e+000, 2.412220e-001, 8.020728e-002, 1.548682e-001, 1.400720e-001, 2.517956e-001, 2.366945e-001, 2.304134e-001, 3.066647e-001, 3.745846e-001, 2.982053e-001, 2.552679e-001, 2.683830e-001, 2.333937e-001, 1.071025e-001 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { 1.732081e+000, -1.802862e+001, -2.857907e+000, -7.918829e+000, 1.135719e+000, 1.962385e+000, -6.825706e+000, -8.543612e-001, -1.302983e+000, -7.519606e+000, -5.952036e+000, -7.682333e+000, 6.761697e+001, -1.686112e-002, 6.395886e-002, 4.724647e-001, 4.447051e-001, -1.842452e-001, -2.573718e-001, 3.538297e-001, 6.266306e-001, 1.233465e-001, -9.193781e-002, 7.729112e-002, 3.586883e-001, 9.479389e-003, 2.066290e-002, 1.096774e-001, 1.522272e-001, 2.633162e-002, -1.407151e-001, -4.422732e-002, 1.786297e-001, 1.754342e-001, -2.453114e-002, 8.088557e-002, 8.625010e-002, 9.464129e-002, -1.955757e-003 },
          { 1.358260e+001, 2.593130e+001, 3.794358e+001, 4.259425e+001, 4.579529e+001, 7.342850e+001, 8.556169e+001, 7.815831e+001, 7.175954e+001, 6.060770e+001, 5.871282e+001, 4.792803e+001, 2.465026e+001, 1.145727e-001, 2.436878e-001, 3.921598e-001, 5.017363e-001, 8.507807e-001, 8.306715e-001, 9.133270e-001, 9.412026e-001, 7.607611e-001, 6.367290e-001, 6.600906e-001, 6.304787e-001, 8.220411e-002, 1.812410e-002, 3.829498e-002, 4.954262e-002, 6.943081e-002, 8.921148e-002, 9.173927e-002, 1.253266e-001, 1.158206e-001, 1.181848e-001, 1.050171e-001, 1.072538e-001, 9.932831e-002, 1.108963e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { 2.578981e-001, -2.006553e+001, -5.321841e+000, -1.052940e+001, -1.571170e+000, -1.465232e+000, -1.052569e+001, -4.390649e+000, -4.691423e+000, -1.063364e+001, -9.017008e+000, -1.045154e+001, 6.563101e+001, -1.522555e-001, -1.335001e-001, 2.219741e-001, 1.613717e-001, -5.531964e-001, -6.219365e-001, -2.844289e-002, 2.385682e-001, -2.255399e-001, -4.111190e-001, -2.476927e-001, 4.107752e-002, -1.052056e-001, -3.318741e-002, 3.140097e-002, 6.319456e-002, -7.906728e-002, -2.601883e-001, -1.653813e-001, 3.702371e-002, 3.930455e-002, -1.620432e-001, -4.873981e-002, -4.474840e-002, -3.142429e-002, -4.407868e-002 },
          { 1.358260e+001, 2.593130e+001, 3.794358e+001, 4.259425e+001, 4.579529e+001, 7.342850e+001, 8.556169e+001, 7.815831e+001, 7.175954e+001, 6.060770e+001, 5.871282e+001, 4.792803e+001, 2.465026e+001, 1.145727e-001, 2.436878e-001, 3.921598e-001, 5.017363e-001, 8.507807e-001, 8.306715e-001, 9.133270e-001, 9.412026e-001, 7.607611e-001, 6.367290e-001, 6.600906e-001, 6.304787e-001, 8.220411e-002, 1.812410e-002, 3.829498e-002, 4.954262e-002, 6.943081e-002, 8.921148e-002, 9.173927e-002, 1.253266e-001, 1.158206e-001, 1.181848e-001, 1.050171e-001, 1.072538e-001, 9.932831e-002, 1.108963e-002 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { 1.325411e-001, -1.613855e+001, 4.401064e+000, -7.573726e+000, -7.331154e+000, -3.721390e+000, -3.216805e+000, 3.503487e+000, -5.842142e+000, -9.498277e+000, -5.615607e+000, -5.435889e+000, 6.685590e+001, 5.117609e-002, 1.275779e+000, 1.635185e+000, -2.759240e-001, -1.523226e+000, -3.509906e-001, 1.145580e+000, 4.135424e-001, -6.525646e-001, 1.068093e+000, 6.373157e-001, 1.727631e-001, -4.623888e-001, 1.961464e-001, 3.754757e-001, 5.246781e-002, 1.832863e-001, 2.799998e-001, 8.809721e-002, -1.225624e-001, -3.061827e-001, 1.769854e-001, 4.338235e-001, 1.146454e-001, -9.258764e-003, -2.334478e-001 },
          { 1.489315e+001, 3.334575e+001, 6.012350e+001, 5.029290e+001, 5.907336e+001, 4.470846e+001, 6.582112e+001, 7.262414e+001, 1.071078e+002, 5.042445e+001, 5.594128e+001, 3.793968e+001, 2.612958e+001, 3.280035e-001, 7.319125e-001, 8.704010e-001, 1.741364e+000, 1.836422e+000, 2.145781e+000, 2.847795e+000, 2.938140e+000, 2.190441e+000, 2.345548e+000, 2.111244e+000, 1.726295e+000, 3.133053e-001, 5.179071e-002, 1.025165e-001, 1.816899e-001, 3.567984e-001, 3.326977e-001, 2.473109e-001, 3.961856e-001, 3.803155e-001, 3.682564e-001, 3.236487e-001, 3.451147e-001, 2.666459e-001, 5.085969e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.411125e+000, -1.844838e+001, 1.299490e+000, -1.041043e+001, -1.040552e+001, -6.395966e+000, -6.462013e+000, 9.469505e-002, -9.981858e+000, -1.233868e+001, -8.607363e+000, -7.899697e+000, 6.481122e+001, -1.779103e-001, 9.335713e-001, 1.262003e+000, -8.037670e-001, -2.065284e+000, -9.369300e-001, 4.705637e-001, -2.720977e-001, -1.244570e+000, 4.554853e-001, 5.611090e-002, -3.527910e-001, -6.862835e-001, 1.051161e-001, 2.474029e-001, -1.180326e-001, -5.564414e-002, 4.928000e-002, -1.108242e-001, -3.743356e-001, -5.528616e-001, -6.575108e-002, 2.062629e-001, -1.203405e-001, -2.158098e-001, -3.236562e-001 },
          { 1.489315e+001, 3.334575e+001, 6.012350e+001, 5.029290e+001, 5.907336e+001, 4.470846e+001, 6.582112e+001, 7.262414e+001, 1.071078e+002, 5.042445e+001, 5.594128e+001, 3.793968e+001, 2.612958e+001, 3.280035e-001, 7.319125e-001, 8.704010e-001, 1.741364e+000, 1.836422e+000, 2.145781e+000, 2.847795e+000, 2.938140e+000, 2.190441e+000, 2.345548e+000, 2.111244e+000, 1.726295e+000, 3.133053e-001, 5.179071e-002, 1.025165e-001, 1.816899e-001, 3.567984e-001, 3.326977e-001, 2.473109e-001, 3.961856e-001, 3.803155e-001, 3.682564e-001, 3.236487e-001, 3.451147e-001, 2.666459e-001, 5.085969e-002 }
        }
      }}
    }
  },
  { "eh", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 3.381220e-001, 6.618780e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 3.374108e-001, 6.625893e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 5.514640e-001, 4.485360e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { -2.089569e+001, 2.323780e+000, -1.627648e+000, -1.585168e+000, -1.763782e+000, -3.729308e+000, 6.564677e-001, 1.099848e+000, 3.029745e-001, -1.438738e-001, 1.205073e+000, -4.265453e-001, 5.616721e+001, 7.392202e+000, -1.366159e+000, 2.893207e+000, -9.643849e-001, -2.394060e+000, -2.380950e+000, -2.252588e+000, -5.942200e-001, 8.521044e-002, -2.273033e-001, -1.540056e+000, -7.676662e-001, 2.458417e+000, 1.137675e+000, -9.851437e-001, 2.303751e-001, -5.689365e-001, -4.294585e-001, -1.564183e-001, -3.660818e-001, 3.597254e-001, 2.368818e-001, 1.071070e-001, -2.955671e-001, -2.054535e-001, 8.918293e-001 },
          { 2.906065e+001, 1.503585e+001, 3.868557e+001, 3.509985e+001, 4.779688e+001, 3.830595e+001, 2.266013e+001, 2.532202e+001, 2.277351e+001, 2.258066e+001, 2.397532e+001, 1.614540e+001, 1.779412e+001, 2.153672e+000, 2.594124e+000, 2.333449e+000, 6.258905e+000, 2.525386e+000, 6.266279e+000, 3.387041e+000, 2.916360e+000, 3.463238e+000, 4.821178e+000, 4.154633e+000, 3.395208e+000, 1.259453e+000, 6.681170e-001, 3.149699e-001, 4.904358e-001, 5.611131e-001, 5.245810e-001, 9.549150e-001, 7.541175e-001, 5.712540e-001, 6.967336e-001, 5.447995e-001, 9.217461e-001, 4.868191e-001, 1.795456e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -2.305201e+001, 7.727362e-001, -4.115557e+000, -3.954973e+000, -4.529194e+000, -6.204980e+000, -1.247639e+000, -9.129917e-001, -1.605889e+000, -2.044638e+000, -7.535108e-001, -2.033799e+000, 5.447989e+001, 6.805186e+000, -2.010411e+000, 2.282181e+000, -1.965097e+000, -3.029718e+000, -3.382252e+000, -2.988744e+000, -1.277314e+000, -6.591806e-001, -1.105591e+000, -2.355372e+000, -1.504710e+000, 2.009515e+000, 8.107214e-001, -1.209632e+000, -4.974939e-002, -8.685665e-001, -7.191703e-001, -5.472973e-001, -7.134416e-001, 5.740001e-002, -9.700051e-002, -1.881352e-001, -6.795975e-001, -4.845431e-001, 7.223380e-001 },
          { 2.906065e+001, 1.503585e+001, 3.868557e+001, 3.509985e+001, 4.779688e+001, 3.830595e+001, 2.266013e+001, 2.532202e+001, 2.277351e+001, 2.258066e+001, 2.397532e+001, 1.614540e+001, 1.779412e+001, 2.153672e+000, 2.594124e+000, 2.333449e+000, 6.258905e+000, 2.525386e+000, 6.266279e+000, 3.387041e+000, 2.916360e+000, 3.463238e+000, 4.821178e+000, 4.154633e+000, 3.395208e+000, 1.259453e+000, 6.681170e-001, 3.149699e-001, 4.904358e-001, 5.611131e-001, 5.245810e-001, 9.549150e-001, 7.541175e-001, 5.712540e-001, 6.967336e-001, 5.447995e-001, 9.217461e-001, 4.868191e-001, 1.795456e-001 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { -2.758092e+000, -8.171903e-001, 2.979586e+000, -5.608855e+000, -9.441861e+000, -1.242777e+001, -7.771228e+000, -2.662298e+000, -8.671612e-001, -1.652590e+000, -4.544221e+000, -3.376575e+000, 6.213912e+001, 6.698110e+000, -3.533880e+000, 2.112200e+000, -2.222049e+000, -2.491338e+000, -1.900612e+000, -1.705326e+000, 5.419800e-001, 5.840114e-001, 8.944824e-003, -1.746116e+000, -9.725082e-001, 3.574285e+000, -1.396882e+000, -5.212644e-001, -6.119368e-001, -7.387513e-002, 7.136851e-001, 1.164826e+000, 1.019277e+000, 8.913872e-001, 3.200928e-001, 2.000111e-001, 3.286594e-001, 1.139469e-001, 1.360795e-001 },
          { 2.733917e+001, 3.361667e+001, 2.699783e+001, 2.700884e+001, 7.282994e+001, 3.173170e+001, 3.088642e+001, 2.875991e+001, 3.332296e+001, 4.773425e+001, 3.016926e+001, 3.029966e+001, 2.655248e+001, 3.215045e+000, 2.426360e+000, 3.693258e+000, 7.841272e+000, 3.810714e+000, 8.659865e+000, 7.334593e+000, 5.304815e+000, 6.696152e+000, 5.669838e+000, 7.947303e+000, 4.582935e+000, 9.812050e-001, 4.743739e-001, 4.162608e-001, 2.580234e-001, 4.716906e-001, 5.663577e-001, 6.115397e-001, 5.229527e-001, 3.667497e-001, 3.957748e-001, 4.115838e-001, 4.264297e-001, 3.388578e-001, 2.102427e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -4.849567e+000, -3.136386e+000, 9.012083e-001, -7.687656e+000, -1.285548e+001, -1.468101e+001, -9.994250e+000, -4.807428e+000, -3.176203e+000, -4.416190e+000, -6.741283e+000, -5.578381e+000, 6.007796e+001, 5.980888e+000, -4.156950e+000, 1.343486e+000, -3.342139e+000, -3.272180e+000, -3.077718e+000, -2.788624e+000, -3.793074e-001, -4.510655e-001, -9.435120e-001, -2.873754e+000, -1.828820e+000, 3.178061e+000, -1.672382e+000, -7.793375e-001, -8.151208e-001, -3.485941e-001, 4.126582e-001, 8.520221e-001, 7.300153e-001, 6.491477e-001, 6.845023e-002, -5.660805e-002, 6.745303e-002, -1.188991e-001, -4.732940e-002 },
          { 2.733917e+001, 3.361667e+001, 2.699783e+001, 2.700884e+001, 7.282994e+001, 3.173170e+001, 3.088642e+001, 2.875991e+001, 3.332296e+001, 4.773425e+001, 3.016926e+001, 3.029966e+001, 2.655248e+001, 3.215045e+000, 2.426360e+000, 3.693258e+000, 7.841272e+000, 3.810714e+000, 8.659865e+000, 7.334593e+000, 5.304815e+000, 6.696152e+000, 5.669838e+000, 7.947303e+000, 4.582935e+000, 9.812050e-001, 4.743739e-001, 4.162608e-001, 2.580234e-001, 4.716906e-001, 5.663577e-001, 6.115397e-001, 5.229527e-001, 3.667497e-001, 3.957748e-001, 4.115838e-001, 4.264297e-001, 3.388578e-001, 2.102427e-001 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { -7.190640e-002, -1.139560e+001, 3.939351e+000, -1.155261e+001, -1.177889e+001, -1.123122e+001, -6.980686e+000, 2.698980e+000, 1.671776e+000, -6.732602e-001, -6.014901e+000, -5.150976e+000, 6.832433e+001, 1.439339e+000, -2.869230e+000, 1.445755e-001, -1.507461e+000, -1.901290e-002, 1.207419e+000, 1.209071e+000, 1.894059e+000, 6.748617e-001, -2.337004e-001, -6.967739e-001, -8.082765e-001, 2.178970e+000, -1.511403e+000, 8.931413e-001, -4.481434e-001, 8.432955e-001, 1.074189e+000, 1.090292e+000, 1.059085e+000, 1.953169e-001, 5.306168e-003, 5.886810e-002, 6.380917e-001, 3.584192e-001, -7.570416e-001 },
          { 1.151197e+001, 1.903725e+001, 3.630465e+001, 3.975463e+001, 4.701312e+001, 5.050036e+001, 7.492074e+001, 5.353822e+001, 8.131636e+001, 7.443116e+001, 6.138326e+001, 5.039444e+001, 1.764529e+001, 3.080132e+000, 2.225434e+000, 1.701097e+000, 2.947744e+000, 4.101352e+000, 3.168287e+000, 5.159015e+000, 2.673093e+000, 4.128382e+000, 2.260090e+000, 3.171394e+000, 1.961098e+000, 1.352057e+000, 4.132940e-001, 2.618709e-001, 3.425998e-001, 6.626852e-001, 4.207217e-001, 9.189012e-001, 7.816127e-001, 5.933087e-001, 5.204358e-001, 5.234275e-001, 6.684874e-001, 4.737634e-001, 9.852300e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.429078e+000, -1.314086e+001, 1.529217e+000, -1.407467e+001, -1.452153e+001, -1.407376e+001, -1.044296e+001, -2.278123e-001, -1.935248e+000, -4.124200e+000, -9.148800e+000, -7.990538e+000, 6.664408e+001, 7.373269e-001, -3.465946e+000, -3.771289e-001, -2.194221e+000, -8.290847e-001, 4.954319e-001, 3.005322e-001, 1.240075e+000, -1.378751e-001, -8.350443e-001, -1.409110e+000, -1.368433e+000, 1.713858e+000, -1.768555e+000, 6.884480e-001, -6.822715e-001, 5.176735e-001, 8.147369e-001, 7.068542e-001, 7.054498e-001, -1.127892e-001, -2.832588e-001, -2.305251e-001, 3.110473e-001, 8.309725e-002, -8.825951e-001 },
          { 1.151197e+001, 1.903725e+001, 3.630465e+001, 3.975463e+001, 4.701312e+001, 5.050036e+001, 7.492074e+001, 5.353822e+001, 8.131636e+001, 7.443116e+001, 6.138326e+001, 5.039444e+001, 1.764529e+001, 3.080132e+000, 2.225434e+000, 1.701097e+000, 2.947744e+000, 4.101352e+000, 3.168287e+000, 5.159015e+000, 2.673093e+000, 4.128382e+000, 2.260090e+000, 3.171394e+000, 1.961098e+000, 1.352057e+000, 4.132940e-001, 2.618709e-001, 3.425998e-001, 6.626852e-001, 4.207217e-001, 9.189012e-001, 7.816127e-001, 5.933087e-001, 5.204358e-001, 5.234275e-001, 6.684874e-001, 4.737634e-001, 9.852300e-002 }
        }
      }}
    }
  },
  { "ey", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 8.923326e-001, 1.076674e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 8.479274e-001, 1.520726e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 6.671342e-001, 3.328658e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { -2.025762e+000, -1.053125e+001, 1.619341e+001, -9.053824e+000, -1.750393e+001, -6.128614e+000, -3.355361e+000, 3.747908e+000, -5.177065e+000, -1.185357e-001, 1.292014e+000, -4.519103e+000, 6.539838e+001, 2.260737e-001, 3.668288e-001, 1.301818e+000, -1.361924e-001, -3.684154e-001, 3.403964e-001, -3.859543e-002, -3.440747e-001, -3.101906e-001, 3.112686e-001, 4.411614e-001, 7.589661e-002, 1.123083e+000, 1.028307e-002, 3.012995e-001, 5.213275e-002, 2.147230e-001, 2.806119e-001, 8.933850e-002, 6.750427e-003, -3.928791e-002, 1.034698e-001, 1.441436e-001, 8.151206e-002, 1.107523e-001, -2.056981e-001 },
          { 1.401519e+001, 3.003292e+001, 8.135760e+001, 5.970543e+001, 5.331307e+001, 4.282505e+001, 6.494801e+001, 6.425587e+001, 5.628190e+001, 4.739629e+001, 9.262006e+001, 2.786695e+001, 4.798959e+001, 9.485301e-001, 1.966988e+000, 1.460193e+000, 1.978943e+000, 2.153089e+000, 1.431701e+000, 2.045486e+000, 2.330408e+000, 2.100030e+000, 1.632732e+000, 2.093819e+000, 1.386955e+000, 4.869221e+000, 1.655091e-001, 2.151824e-001, 2.059479e-001, 2.399736e-001, 2.925470e-001, 2.499985e-001, 3.097937e-001, 3.269860e-001, 2.988662e-001, 2.585244e-001, 2.961624e-001, 2.106698e-001, 3.858761e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -3.523236e+000, -1.272335e+001, 1.258547e+001, -1.214460e+001, -2.042457e+001, -8.746248e+000, -6.578974e+000, 5.415178e-001, -8.177916e+000, -2.872334e+000, -2.557559e+000, -6.630669e+000, 6.262740e+001, -1.634964e-001, -1.941686e-001, 8.184641e-001, -6.988920e-001, -9.553518e-001, -1.382184e-001, -6.106774e-001, -9.547017e-001, -8.898498e-001, -1.998450e-001, -1.376400e-001, -3.951796e-001, 2.404310e-001, -1.524482e-001, 1.157485e-001, -1.293932e-001, 1.877460e-002, 6.426147e-002, -1.106609e-001, -2.158860e-001, -2.680187e-001, -1.152048e-001, -5.923755e-002, -1.361712e-001, -7.284281e-002, -4.541739e-001 },
          { 1.401519e+001, 3.003292e+001, 8.135760e+001, 5.970543e+001, 5.331307e+001, 4.282505e+001, 6.494801e+001, 6.425587e+001, 5.628190e+001, 4.739629e+001, 9.262006e+001, 2.786695e+001, 4.798959e+001, 9.485301e-001, 1.966988e+000, 1.460193e+000, 1.978943e+000, 2.153089e+000, 1.431701e+000, 2.045486e+000, 2.330408e+000, 2.100030e+000, 1.632732e+000, 2.093819e+000, 1.386955e+000, 4.869221e+000, 1.655091e-001, 2.151824e-001, 2.059479e-001, 2.399736e-001, 2.925470e-001, 2.499985e-001, 3.097937e-001, 3.269860e-001, 2.988662e-001, 2.585244e-001, 2.961624e-001, 2.106698e-001, 3.858761e-001 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { -5.327479e+000, -5.384157e+000, 1.686959e+001, -2.082816e+001, -1.683824e+001, -7.461313e+000, -5.598166e+000, -9.024776e+000, -6.656819e+000, 2.118356e+000, -9.069643e+000, -3.316536e+000, 6.376155e+001, 1.797404e-001, 9.641100e-001, 1.116084e+000, 3.317822e-001, 2.167227e-001, 1.170074e-002, -7.116088e-001, -7.191474e-001, 1.064780e-001, 4.846547e-001, 3.363802e-002, 8.029997e-001, -2.979235e-003, 7.338707e-002, 2.484369e-001, -8.024020e-002, 5.955350e-001, 2.341393e-001, 1.190858e-001, 2.886012e-001, 2.341911e-001, 2.067248e-001, 1.087820e-001, 2.812551e-001, 1.946287e-001, -3.217453e-001 },
          { 1.172997e+001, 4.597851e+001, 5.660655e+001, 7.589207e+001, 2.887751e+001, 3.885648e+001, 7.564314e+001, 5.560416e+001, 5.096888e+001, 5.234107e+001, 6.102169e+001, 3.732951e+001, 3.669746e+001, 6.853119e-001, 1.558746e+000, 1.229914e+000, 2.759332e+000, 1.633480e+000, 1.511088e+000, 2.226126e+000, 1.637205e+000, 2.129520e+000, 2.151426e+000, 2.091353e+000, 2.209052e+000, 4.039100e+000, 1.439688e-001, 2.740929e-001, 3.007925e-001, 4.245601e-001, 2.987351e-001, 2.762612e-001, 4.320669e-001, 3.123769e-001, 3.960671e-001, 3.828626e-001, 3.675052e-001, 3.453097e-001, 5.362135e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -6.697441e+000, -8.096455e+000, 1.386009e+001, -2.431280e+001, -1.898776e+001, -9.954712e+000, -9.077088e+000, -1.200750e+001, -9.512519e+000, -7.755297e-001, -1.219430e+001, -5.760452e+000, 6.133841e+001, -1.513938e-001, 4.647110e-001, 6.724784e-001, -3.326672e-001, -2.945080e-001, -4.800045e-001, -1.308417e+000, -1.230961e+000, -4.772370e-001, -1.020549e-001, -5.448224e-001, 2.084845e-001, -8.068798e-001, -7.838582e-002, 3.902134e-002, -2.996184e-001, 3.349020e-001, 1.551267e-002, -9.115639e-002, 2.567401e-002, 1.062833e-002, -4.501067e-002, -1.387216e-001, 3.876628e-002, -4.042353e-002, -6.146517e-001 },
          { 1.172997e+001, 4.597851e+001, 5.660655e+001, 7.589207e+001, 2.887751e+001, 3.885648e+001, 7.564314e+001, 5.560416e+001, 5.096888e+001, 5.234107e+001, 6.102169e+001, 3.732951e+001, 3.669746e+001, 6.853119e-001, 1.558746e+000, 1.229914e+000, 2.759332e+000, 1.633480e+000, 1.511088e+000, 2.226126e+000, 1.637205e+000, 2.129520e+000, 2.151426e+000, 2.091353e+000, 2.209052e+000, 4.039100e+000, 1.439688e-001, 2.740929e-001, 3.007925e-001, 4.245601e-001, 2.987351e-001, 2.762612e-001, 4.320669e-001, 3.123769e-001, 3.960671e-001, 3.828626e-001, 3.675052e-001, 3.453097e-001, 5.362135e-001 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { -3.804415e+000, -3.463428e-001, 2.359110e+001, -6.657879e+000, -1.727612e+001, -7.850892e+000, -9.014628e+000, -9.429095e+000, -1.052836e+001, 2.463908e+000, -1.711309e+000, -1.133267e+000, 5.494661e+001, 2.192462e-001, 2.461343e+000, -2.024003e+000, 4.072267e+000, 2.270984e+000, -6.545171e-003, 1.673363e+000, 8.560711e-001, 8.618085e-001, -6.050414e-001, 9.232771e-001, 2.166483e-001, -4.046572e+000, -2.369845e-001, 3.147686e-001, -1.140430e+000, 4.470614e-001, 1.007345e+000, 3.884801e-001, 4.276210e-001, 7.093763e-001, 8.127485e-001, -8.105851e-002, 2.516198e-001, 1.082419e-001, -4.161514e-001 },
          { 1.228550e+001, 3.731079e+001, 3.988418e+001, 1.007758e+002, 3.278543e+001, 4.110672e+001, 4.468332e+001, 7.663204e+001, 5.516402e+001, 6.979160e+001, 8.041093e+001, 5.164974e+001, 4.448204e+001, 1.728578e+000, 3.028571e+000, 5.483704e+000, 4.279169e+000, 5.032864e+000, 3.197254e+000, 4.286517e+000, 4.652237e+000, 4.581775e+000, 4.907590e+000, 5.462608e+000, 3.294829e+000, 3.209368e+000, 3.365113e-001, 6.042995e-001, 5.032820e-001, 9.568052e-001, 5.548760e-001, 6.689817e-001, 6.922106e-001, 7.911055e-001, 7.712895e-001, 9.067932e-001, 6.435276e-001, 6.542967e-001, 6.306700e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -5.206442e+000, -2.789645e+000, 2.106494e+001, -1.067336e+001, -1.956646e+001, -1.041547e+001, -1.168845e+001, -1.293068e+001, -1.349926e+001, -8.777464e-001, -5.298195e+000, -4.007977e+000, 5.227881e+001, -3.066553e-001, 1.765231e+000, -2.960695e+000, 3.244821e+000, 1.373622e+000, -7.217798e-001, 8.452069e-001, -6.690709e-003, 5.605277e-003, -1.491165e+000, -1.161185e-002, -5.094182e-001, -4.763160e+000, -4.690229e-001, 3.821797e-003, -1.424200e+000, 5.579567e-002, 7.093848e-001, 6.131490e-002, 9.482421e-002, 3.535999e-001, 4.614561e-001, -4.619613e-001, -6.926094e-002, -2.153125e-001, -7.338104e-001 },
          { 1.228550e+001, 3.731079e+001, 3.988418e+001, 1.007758e+002, 3.278543e+001, 4.110672e+001, 4.468332e+001, 7.663204e+001, 5.516402e+001, 6.979160e+001, 8.041093e+001, 5.164974e+001, 4.448204e+001, 1.728578e+000, 3.028571e+000, 5.483704e+000, 4.279169e+000, 5.032864e+000, 3.197254e+000, 4.286517e+000, 4.652237e+000, 4.581775e+000, 4.907590e+000, 5.462608e+000, 3.294829e+000, 3.209368e+000, 3.365113e-001, 6.042995e-001, 5.032820e-001, 9.568052e-001, 5.548760e-001, 6.689817e-001, 6.922106e-001, 7.911055e-001, 7.712895e-001, 9.067932e-001, 6.435276e-001, 6.542967e-001, 6.306700e-001 }
        }
      }}
    }
  },
  { "ih", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 4.452186e-001, 5.547814e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 5.743513e-001, 4.256487e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 7.792753e-001, 2.207247e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { -1.433905e+001, 6.925547e+000, 4.471796e+000, -5.696671e-001, -5.460103e+000, -9.558230e+000, -3.977477e+000, -4.883835e+000, -3.926882e+000, -3.435670e+000, -1.256002e+000, -3.063665e+000, 5.906058e+001, 5.849257e+000, -2.188678e+000, 3.571663e+000, -1.245273e+000, -3.311929e+000, -2.807203e+000, -1.967914e+000, -8.862544e-001, -4.872755e-001, 2.102099e-001, -4.756319e-001, 2.470026e-001, 2.384345e+000, 4.351303e-001, -8.745673e-001, 4.624550e-001, -2.336927e-001, -1.116581e-001, 2.928054e-001, -1.506400e-002, 6.226060e-001, 5.845387e-002, 5.073608e-001, 1.580094e-001, 2.233466e-001, 2.018756e-001 },
          { 4.368104e+001, 2.409257e+001, 5.758539e+001, 2.523580e+001, 8.037546e+001, 5.290084e+001, 4.468788e+001, 5.338910e+001, 3.123424e+001, 3.081046e+001, 2.161424e+001, 2.145543e+001, 2.433657e+001, 4.182117e+000, 4.428762e+000, 4.121215e+000, 7.360899e+000, 2.860450e+000, 6.182429e+000, 5.034784e+000, 4.342799e+000, 4.334462e+000, 3.924809e+000, 4.398992e+000, 3.050619e+000, 1.086625e+000, 8.380460e-001, 3.393669e-001, 6.507961e-001, 5.474414e-001, 7.139996e-001, 8.920861e-001, 8.037732e-001, 6.278010e-001, 6.403006e-001, 7.972549e-001, 7.673211e-001, 3.708487e-001, 1.928846e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.698271e+001, 4.962179e+000, 1.436394e+000, -2.579077e+000, -9.046197e+000, -1.246755e+001, -6.651437e+000, -7.806549e+000, -6.162386e+000, -5.655956e+000, -3.115646e+000, -4.916465e+000, 5.708730e+001, 5.031247e+000, -3.030463e+000, 2.759633e+000, -2.330513e+000, -3.988443e+000, -3.801783e+000, -2.865447e+000, -1.719830e+000, -1.320050e+000, -5.822353e-001, -1.314583e+000, -4.516382e-001, 1.967379e+000, 6.895089e-002, -1.107588e+000, 1.397672e-001, -5.296499e-001, -4.496521e-001, -8.499582e-002, -3.736776e-001, 3.056704e-001, -2.616213e-001, 1.502042e-001, -1.923781e-001, -2.024280e-002, 2.620105e-002 },
          { 4.368104e+001, 2.409257e+001, 5.758539e+001, 2.523580e+001, 8.037546e+001, 5.290084e+001, 4.468788e+001, 5.338910e+001, 3.123424e+001, 3.081046e+001, 2.161424e+001, 2.145543e+001, 2.433657e+001, 4.182117e+000, 4.428762e+000, 4.121215e+000, 7.360899e+000, 2.860450e+000, 6.182429e+000, 5.034784e+000, 4.342799e+000, 4.334462e+000, 3.924809e+000, 4.398992e+000, 3.050619e+000, 1.086625e+000, 8.380460e-001, 3.393669e-001, 6.507961e-001, 5.474414e-001, 7.139996e-001, 8.920861e-001, 8.037732e-001, 6.278010e-001, 6.403006e-001, 7.972549e-001, 7.673211e-001, 3.708487e-001, 1.928846e-001 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { -2.773045e+000, -4.483306e+000, 1.166451e+001, -5.463570e+000, -1.354119e+001, -1.484743e+001, -1.027062e+001, -3.751007e+000, -3.941694e+000, -1.944865e+000, -2.039653e+000, -2.292638e+000, 6.466552e+001, 3.373138e+000, -3.412324e+000, 2.670263e+000, -1.191207e+000, -2.145543e+000, -3.848746e-001, -7.588687e-001, 1.286530e+000, -1.693498e-001, 1.016640e+000, 5.521206e-001, 3.020642e-001, 1.699658e+000, -1.168079e+000, 5.863780e-001, -4.795589e-001, 4.852363e-001, 9.563139e-001, 9.092759e-001, 9.272879e-001, 6.625960e-001, 9.774916e-002, 2.492977e-001, 4.613955e-001, 1.141900e-001, -4.622216e-001 },
          { 1.457140e+001, 2.980963e+001, 5.014749e+001, 4.688605e+001, 5.845221e+001, 4.056829e+001, 4.808339e+001, 6.502389e+001, 6.039616e+001, 3.341635e+001, 3.831913e+001, 2.680997e+001, 1.853053e+001, 4.226028e+000, 2.378837e+000, 3.871099e+000, 7.378021e+000, 4.514432e+000, 6.139287e+000, 5.957560e+000, 4.265600e+000, 4.923865e+000, 6.535285e+000, 6.199383e+000, 2.626515e+000, 1.339926e+000, 5.727531e-001, 4.771284e-001, 4.579683e-001, 5.413516e-001, 5.040299e-001, 8.252405e-001, 7.136784e-001, 5.624707e-001, 5.723742e-001, 5.691527e-001, 4.827946e-001, 4.791791e-001, 1.557583e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -4.299945e+000, -6.667234e+000, 8.831912e+000, -8.202506e+000, -1.659935e+001, -1.739516e+001, -1.304430e+001, -6.976503e+000, -7.050292e+000, -4.257141e+000, -4.515751e+000, -4.363772e+000, 6.294364e+001, 2.550846e+000, -4.029263e+000, 1.883259e+000, -2.277707e+000, -2.995431e+000, -1.375978e+000, -1.735193e+000, 4.603973e-001, -1.056941e+000, -5.927877e-003, -4.438218e-001, -3.461968e-001, 1.236638e+000, -1.470801e+000, 3.100801e-001, -7.502523e-001, 1.909299e-001, 6.723337e-001, 5.459049e-001, 5.893700e-001, 3.626038e-001, -2.048725e-001, -5.247115e-002, 1.834618e-001, -1.627011e-001, -6.200866e-001 },
          { 1.457140e+001, 2.980963e+001, 5.014749e+001, 4.688605e+001, 5.845221e+001, 4.056829e+001, 4.808339e+001, 6.502389e+001, 6.039616e+001, 3.341635e+001, 3.831913e+001, 2.680997e+001, 1.853053e+001, 4.226028e+000, 2.378837e+000, 3.871099e+000, 7.378021e+000, 4.514432e+000, 6.139287e+000, 5.957560e+000, 4.265600e+000, 4.923865e+000, 6.535285e+000, 6.199383e+000, 2.626515e+000, 1.339926e+000, 5.727531e-001, 4.771284e-001, 4.579683e-001, 5.413516e-001, 5.040299e-001, 8.252405e-001, 7.136784e-001, 5.624707e-001, 5.723742e-001, 5.691527e-001, 4.827946e-001, 4.791791e-001, 1.557583e-001 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { -2.357487e+000, -9.228585e+000, 1.391769e+001, -9.888272e+000, -1.737191e+001, -1.530541e+001, -5.509600e+000, -1.398230e+000, -7.806449e+000, 1.821467e+000, -2.012328e+000, -3.505419e+000, 6.474792e+001, 4.783417e-001, 2.572166e-001, 6.531876e-001, 1.261093e+000, 2.721854e-001, -2.229274e-002, 9.984474e-001, 7.862177e-001, -7.354432e-001, 5.690245e-001, 7.831960e-001, -4.828695e-002, -6.611774e-001, -1.211663e-001, 8.570386e-001, -4.533932e-001, 9.002562e-001, 7.465361e-001, 2.204109e-001, 1.931242e-001, 1.194986e-001, 3.658716e-001, -1.060395e-001, 2.914431e-001, 2.071340e-001, -6.420141e-001 },
          { 1.462779e+001, 2.464350e+001, 4.581954e+001, 7.700134e+001, 3.646136e+001, 4.617229e+001, 8.136419e+001, 1.093347e+002, 7.961214e+001, 6.324899e+001, 8.603910e+001, 3.052551e+001, 2.373166e+001, 8.850161e-001, 3.357013e+000, 1.913726e+000, 3.938416e+000, 1.854102e+000, 2.238267e+000, 2.286875e+000, 3.475349e+000, 3.155788e+000, 3.076427e+000, 2.679578e+000, 1.904253e+000, 3.424399e+000, 3.100995e-001, 5.057682e-001, 4.599647e-001, 5.510685e-001, 5.638124e-001, 6.916086e-001, 6.441612e-001, 6.570224e-001, 7.630766e-001, 6.987323e-001, 7.279661e-001, 3.876290e-001, 5.423573e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -3.887339e+000, -1.121427e+001, 1.121009e+001, -1.339829e+001, -1.978724e+001, -1.802341e+001, -9.117684e+000, -5.580760e+000, -1.137547e+001, -1.359702e+000, -5.722618e+000, -5.715415e+000, 6.279932e+001, 1.020405e-001, -4.756696e-001, 9.983762e-002, 4.672754e-001, -2.724763e-001, -6.207263e-001, 3.935507e-001, 4.052625e-002, -1.446025e+000, -1.325653e-001, 1.284194e-001, -6.002656e-001, -1.401383e+000, -3.439127e-001, 5.725691e-001, -7.246760e-001, 6.033202e-001, 4.461864e-001, -1.122411e-001, -1.279144e-001, -2.047291e-001, 1.645458e-002, -4.404003e-001, -4.984066e-002, -4.190540e-002, -9.365937e-001 },
          { 1.462779e+001, 2.464350e+001, 4.581954e+001, 7.700134e+001, 3.646136e+001, 4.617229e+001, 8.136419e+001, 1.093347e+002, 7.961214e+001, 6.324899e+001, 8.603910e+001, 3.052551e+001, 2.373166e+001, 8.850161e-001, 3.357013e+000, 1.913726e+000, 3.938416e+000, 1.854102e+000, 2.238267e+000, 2.286875e+000, 3.475349e+000, 3.155788e+000, 3.076427e+000, 2.679578e+000, 1.904253e+000, 3.424399e+000, 3.100995e-001, 5.057682e-001, 4.599647e-001, 5.510685e-001, 5.638124e-001, 6.916086e-001, 6.441612e-001, 6.570224e-001, 7.630766e-001, 6.987323e-001, 7.279661e-001, 3.876290e-001, 5.423573e-001 }
        }
      }}
    }
  },
  { "iy", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 8.411476e-001, 1.588524e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 7.794971e-001, 2.205029e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 7.547943e-001, 2.452057e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { -1.778128e+000, -7.521445e+000, 2.158626e+001, -7.232069e+000, -1.902627e+001, -1.067997e+001, -8.955535e+000, -3.280238e+000, -1.287864e+001, 1.920027e-001, 7.035481e-001, -4.708259e+000, 6.305700e+001, -6.583384e-001, 1.497312e+000, 1.440930e+000, -8.485254e-001, 8.798116e-002, 1.752416e+000, 1.683103e-001, -1.167150e+000, 4.133398e-001, 8.175786e-001, -5.053103e-001, 1.425521e-001, -2.286110e-001, 2.367355e-001, 1.088987e-001, -3.957703e-001, 3.601854e-001, 5.384530e-001, -1.157924e-001, -1.026299e-001, 3.438663e-001, 4.106273e-001, -1.120416e-001, 2.029823e-002, 2.343967e-001, -1.093022e-001 },
          { 1.655774e+001, 3.119718e+001, 4.991700e+001, 9.654192e+001, 2.812086e+001, 6.356387e+001, 5.585061e+001, 6.726340e+001, 5.891281e+001, 8.976044e+001, 1.013148e+002, 3.420868e+001, 1.933852e+001, 5.440585e-001, 8.067824e-001, 1.646112e+000, 1.866743e+000, 1.403163e+000, 2.380796e+000, 2.136605e+000, 2.703702e+000, 2.485865e+000, 1.989494e+000, 1.728302e+000, 1.365382e+000, 2.389794e-001, 5.871186e-002, 1.252156e-001, 2.064625e-001, 1.938796e-001, 3.354076e-001, 2.838718e-001, 4.875557e-001, 3.055622e-001, 3.898475e-001, 3.826323e-001, 2.825665e-001, 1.941983e-001, 3.355177e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { -3.405776e+000, -9.755622e+000, 1.876018e+001, -1.116230e+001, -2.114743e+001, -1.386905e+001, -1.194487e+001, -6.560809e+000, -1.594882e+001, -3.597677e+000, -3.322662e+000, -7.047786e+000, 6.129798e+001, -9.533798e-001, 1.138028e+000, 9.277261e-001, -1.395041e+000, -3.858396e-001, 1.135222e+000, -4.163749e-001, -1.824868e+000, -2.173252e-001, 2.533809e-001, -1.031170e+000, -3.248462e-001, -4.241531e-001, 1.398133e-001, -3.264460e-002, -5.775229e-001, 1.840584e-001, 3.067955e-001, -3.289108e-001, -3.819307e-001, 1.227555e-001, 1.608763e-001, -3.594708e-001, -1.923297e-001, 5.812493e-002, -1.825708e-001 },
          { 1.655774e+001, 3.119718e+001, 4.991700e+001, 9.654192e+001, 2.812086e+001, 6.356387e+001, 5.585061e+001, 6.726340e+001, 5.891281e+001, 8.976044e+001, 1.013148e+002, 3.420868e+001, 1.933852e+001, 5.440585e-001, 8.067824e-001, 1.646112e+000, 1.866743e+000, 1.403163e+000, 2.380796e+000, 2.136605e+000, 2.703702e+000, 2.485865e+000, 1.989494e+000, 1.728302e+000, 1.365382e+000, 2.389794e-001, 5.871186e-002, 1.252156e-001, 2.064625e-001, 1.938796e-001, 3.354076e-001, 2.838718e-001, 4.875557e-001, 3.055622e-001, 3.898475e-001, 3.826323e-001, 2.825665e-001, 1.941983e-001, 3.355177e-002 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { -4.426484e+000, 1.664001e+000, 2.089666e+001, -1.347006e+001, -1.584419e+001, -7.088478e+000, -1.050483e+001, -1.197043e+001, -1.018032e+001, 6.660568e-001, -7.379279e+000, -2.546361e+000, 5.774984e+001, 2.099407e-002, 1.285842e+000, -3.783916e-001, 1.244907e+000, 9.434963e-001, 8.465268e-001, 8.528711e-001, -2.364417e-002, 8.718414e-001, -2.096451e-001, 3.748603e-001, 3.827434e-001, -8.030672e-001, 1.599050e-002, -1.301296e-002, -4.009779e-001, 6.841071e-001, 3.994739e-001, 5.472919e-002, 5.319890e-001, 5.037036e-001, 2.817632e-001, 9.221426e-002, 4.329923e-001, 8.231840e-002, -9.516647e-002 },
          { 1.238492e+001, 4.079053e+001, 3.256701e+001, 9.348421e+001, 3.319965e+001, 6.394696e+001, 4.273955e+001, 7.744843e+001, 5.377092e+001, 6.140909e+001, 9.515856e+001, 3.762061e+001, 3.242255e+001, 9.671284e-001, 1.978166e+000, 1.974692e+000, 3.618937e+000, 2.378839e+000, 3.113033e+000, 3.726734e+000, 2.593941e+000, 2.594105e+000, 3.387354e+000, 2.832201e+000, 1.990243e+000, 8.474149e-001, 2.422665e-001, 2.680518e-001, 3.914642e-001, 5.227996e-001, 5.271993e-001, 5.305200e-001, 4.464295e-001, 5.589930e-001, 5.331813e-001, 5.068280e-001, 5.075902e-001, 3.765323e-001, 1.686890e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -5.834172e+000, -8.906978e-001, 1.861396e+001, -1.733755e+001, -1.814895e+001, -1.028715e+001, -1.311985e+001, -1.549063e+001, -1.311346e+001, -2.468501e+000, -1.128125e+001, -4.999787e+000, 5.547220e+001, -3.723767e-001, 7.232524e-001, -9.404866e-001, 4.839672e-001, 3.265569e-001, 1.407752e-001, 8.068109e-002, -6.678728e-001, 2.275924e-001, -9.458356e-001, -2.983054e-001, -1.815604e-001, -1.171288e+000, -1.808918e-001, -2.201078e-001, -6.512463e-001, 3.948875e-001, 1.090399e-001, -2.366180e-001, 2.647275e-001, 2.046402e-001, -1.031384e-002, -1.925532e-001, 1.480109e-001, -1.631305e-001, -2.594535e-001 },
          { 1.238492e+001, 4.079053e+001, 3.256701e+001, 9.348421e+001, 3.319965e+001, 6.394696e+001, 4.273955e+001, 7.744843e+001, 5.377092e+001, 6.140909e+001, 9.515856e+001, 3.762061e+001, 3.242255e+001, 9.671284e-001, 1.978166e+000, 1.974692e+000, 3.618937e+000, 2.378839e+000, 3.113033e+000, 3.726734e+000, 2.593941e+000, 2.594105e+000, 3.387354e+000, 2.832201e+000, 1.990243e+000, 8.474149e-001, 2.422665e-001, 2.680518e-001, 3.914642e-001, 5.227996e-001, 5.271993e-001, 5.305200e-001, 4.464295e-001, 5.589930e-001, 5.331813e-001, 5.068280e-001, 5.075902e-001, 3.765323e-001, 1.686890e-001 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { -6.696084e+000, 1.151475e+000, 1.257334e+001, -6.854878e-001, -7.842626e+000, -2.437228e+000, -1.232449e+000, -3.474745e+000, -4.893014e+000, -7.216884e-001, -4.971253e-001, -2.604775e+000, 4.948027e+001, -6.713005e-001, 4.367768e-001, -2.237675e+000, 1.688635e+000, 2.450505e+000, 1.174739e+000, 1.785105e+000, 1.844953e+000, 1.927279e+000, 6.394994e-001, 9.006051e-001, 6.573093e-001, -1.015531e+000, 7.031991e-002, -1.952454e-002, 1.299911e-001, -1.856042e-001, 1.638795e-001, 2.767920e-001, 2.704053e-002, 2.732666e-001, 1.861474e-001, 2.803768e-001, 1.080098e-001, 2.033559e-001, 3.462875e-001 },
          { 3.735563e+001, 4.159503e+001, 7.598540e+001, 7.661082e+001, 7.616734e+001, 1.035310e+002, 7.908153e+001, 9.761879e+001, 7.331215e+001, 6.291992e+001, 6.603251e+001, 3.669291e+001, 9.137263e+001, 4.356892e+000, 4.933147e+000, 4.061112e+000, 6.047054e+000, 5.648888e+000, 6.705389e+000, 5.935023e+000, 7.567770e+000, 6.761973e+000, 5.836807e+000, 6.626346e+000, 3.643155e+000, 4.627867e+000, 5.305836e-001, 6.689650e-001, 7.612807e-001, 7.883691e-001, 1.019980e+000, 1.081764e+000, 9.303810e-001, 1.189655e+000, 1.126965e+000, 9.577987e-001, 8.619784e-001, 6.106060e-001, 7.144427e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -9.140854e+000, -1.428294e+000, 9.086558e+000, -4.186592e+000, -1.133358e+001, -6.507236e+000, -4.789561e+000, -7.426834e+000, -8.317915e+000, -3.894572e+000, -3.747541e+000, -5.027762e+000, 4.565671e+001, -1.506227e+000, -4.516507e-001, -3.043763e+000, 7.050049e-001, 1.499809e+000, 1.389489e-001, 8.106289e-001, 7.445694e-001, 8.871271e-001, -3.268800e-001, -1.290625e-001, -1.061727e-001, -1.876031e+000, -2.210448e-001, -3.466856e-001, -2.190146e-001, -5.407648e-001, -2.400967e-001, -1.392395e-001, -3.587845e-001, -1.630186e-001, -2.384870e-001, -1.110920e-001, -2.633613e-001, -1.092093e-001, 8.188685e-003 },
          { 3.735563e+001, 4.159503e+001, 7.598540e+001, 7.661082e+001, 7.616734e+001, 1.035310e+002, 7.908153e+001, 9.761879e+001, 7.331215e+001, 6.291992e+001, 6.603251e+001, 3.669291e+001, 9.137263e+001, 4.356892e+000, 4.933147e+000, 4.061112e+000, 6.047054e+000, 5.648888e+000, 6.705389e+000, 5.935023e+000, 7.567770e+000, 6.761973e+000, 5.836807e+000, 6.626346e+000, 3.643155e+000, 4.627867e+000, 5.305836e-001, 6.689650e-001, 7.612807e-001, 7.883691e-001, 1.019980e+000, 1.081764e+000, 9.303810e-001, 1.189655e+000, 1.126965e+000, 9.577987e-001, 8.619784e-001, 6.106060e-001, 7.144427e-001 }
        }
      }}
    }
  },
  { "ow", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 7.401878e-001, 2.598122e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 9.132129e-001, 8.678713e-002, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 8.533800e-001, 1.466200e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { 1.643489e+000, -1.023559e+001, -3.561982e+000, -1.123127e+001, -2.837001e+000, -1.703758e+000, -5.168608e+000, 7.394169e-001, -1.632614e+000, 2.234769e+000, -3.155207e+000, -6.561118e+000, 6.067564e+001, 1.311942e+000, -5.420048e-001, 4.470486e-002, -1.088541e+000, 2.252118e-001, 1.075545e+000, 2.509157e-001, -8.064026e-002, -8.058029e-002, 1.016233e-001, -4.890254e-002, -6.048866e-001, 2.979900e+000, -7.656481e-003, 4.470878e-001, 2.189082e-001, 3.156277e-001, 4.128304e-002, 1.522642e-001, 8.633158e-002, 1.020211e-001, 2.107515e-001, 1.661530e-001, 3.303460e-001, 3.267503e-001, -1.112935e-001 },
          { 4.361729e+001, 4.883672e+001, 3.699949e+001, 6.321247e+001, 5.538745e+001, 1.105900e+002, 7.721593e+001, 6.557185e+001, 7.277364e+001, 8.260790e+001, 1.368363e+002, 6.003149e+001, 1.085478e+002, 3.567022e+000, 3.350138e+000, 2.275917e+000, 3.813346e+000, 3.024366e+000, 3.373049e+000, 3.902718e+000, 4.054942e+000, 4.004013e+000, 3.874963e+000, 5.787319e+000, 3.212315e+000, 9.738559e+000, 5.272184e-001, 5.321213e-001, 3.372986e-001, 6.265902e-001, 4.868251e-001, 4.562386e-001, 5.367047e-001, 6.237349e-001, 6.597039e-001, 6.254597e-001, 7.308725e-001, 5.275899e-001, 1.483796e+000 }
        },
        { // pdf 2
          5.000000e-001,
          { -9.982468e-001, -1.303092e+001, -5.995070e+000, -1.441152e+001, -5.813911e+000, -5.910230e+000, -8.683512e+000, -2.499641e+000, -5.044912e+000, -1.400787e+000, -7.834289e+000, -9.660317e+000, 5.650819e+001, 5.564795e-001, -1.274140e+000, -5.587409e-001, -1.869653e+000, -4.704164e-001, 3.409107e-001, -5.392963e-001, -8.861157e-001, -8.809815e-001, -6.857737e-001, -1.011176e+000, -1.321804e+000, 1.731634e+000, -2.980957e-001, 1.553012e-001, -1.340143e-002, -1.002105e-003, -2.378084e-001, -1.179175e-001, -2.067090e-001, -2.138865e-001, -1.141371e-001, -1.501910e-001, -1.161827e-002, 3.620873e-002, -5.985381e-001 },
          { 4.361729e+001, 4.883672e+001, 3.699949e+001, 6.321247e+001, 5.538745e+001, 1.105900e+002, 7.721593e+001, 6.557185e+001, 7.277364e+001, 8.260790e+001, 1.368363e+002, 6.003149e+001, 1.085478e+002, 3.567022e+000, 3.350138e+000, 2.275917e+000, 3.813346e+000, 3.024366e+000, 3.373049e+000, 3.902718e+000, 4.054942e+000, 4.004013e+000, 3.874963e+000, 5.787319e+000, 3.212315e+000, 9.738559e+000, 5.272184e-001, 5.321213e-001, 3.372986e-001, 6.265902e-001, 4.868251e-001, 4.562386e-001, 5.367047e-001, 6.237349e-001, 6.597039e-001, 6.254597e-001, 7.308725e-001, 5.275899e-001, 1.483796e+000 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { 5.246136e+000, -8.570133e+000, -3.060623e+000, -1.570467e+001, -6.218076e+000, 9.540881e-001, -7.690827e+000, -1.957710e+000, -4.425819e+000, 7.814429e-001, -1.819924e+000, -6.934463e+000, 6.424629e+001, 2.510006e-001, 9.036776e-001, 3.002799e-001, -1.284872e-001, -8.274058e-002, 4.802570e-001, 1.151154e-001, -2.485606e-001, -2.089038e-002, 3.226870e-001, 3.800493e-001, 5.353467e-001, -3.280931e-001, 3.137823e-002, 1.419697e-001, 9.624039e-002, 1.958244e-001, 1.094854e-001, -1.474654e-002, 6.779241e-002, 9.686694e-002, 9.110769e-002, 5.307558e-002, 8.008438e-002, 1.540069e-001, -8.355952e-002 },
          { 1.622868e+001, 5.328100e+001, 4.075283e+001, 6.253170e+001, 6.557105e+001, 1.170472e+002, 7.185506e+001, 6.897478e+001, 7.091312e+001, 7.650787e+001, 1.764102e+002, 4.799824e+001, 2.944485e+001, 2.484982e-001, 6.157961e-001, 5.962443e-001, 9.536409e-001, 1.005210e+000, 1.368809e+000, 1.440341e+000, 1.442613e+000, 1.578236e+000, 1.628968e+000, 1.574998e+000, 1.420557e+000, 3.665110e-001, 3.594512e-002, 7.902396e-002, 8.724398e-002, 1.387857e-001, 1.502977e-001, 1.599216e-001, 1.910668e-001, 1.902803e-001, 2.097315e-001, 2.333193e-001, 2.161557e-001, 1.977448e-001, 3.259917e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { 3.634742e+000, -1.148989e+001, -5.614141e+000, -1.886775e+001, -9.457114e+000, -3.373446e+000, -1.108152e+001, -5.279752e+000, -7.794216e+000, -2.717308e+000, -7.132704e+000, -9.705693e+000, 6.207577e+001, 5.160221e-002, 5.897869e-001, -8.587508e-003, -5.191054e-001, -4.837812e-001, 1.227258e-002, -3.649414e-001, -7.289959e-001, -5.234019e-001, -1.878371e-001, -1.219464e-001, 5.859827e-002, -5.702537e-001, -4.445856e-002, 2.952492e-002, -2.190797e-002, 4.680859e-002, -4.558761e-002, -1.747073e-001, -1.070523e-001, -7.761758e-002, -9.207812e-002, -1.401370e-001, -1.058858e-001, -2.386711e-002, -1.557805e-001 },
          { 1.622868e+001, 5.328100e+001, 4.075283e+001, 6.253170e+001, 6.557105e+001, 1.170472e+002, 7.185506e+001, 6.897478e+001, 7.091312e+001, 7.650787e+001, 1.764102e+002, 4.799824e+001, 2.944485e+001, 2.484982e-001, 6.157961e-001, 5.962443e-001, 9.536409e-001, 1.005210e+000, 1.368809e+000, 1.440341e+000, 1.442613e+000, 1.578236e+000, 1.628968e+000, 1.574998e+000, 1.420557e+000, 3.665110e-001, 3.594512e-002, 7.902396e-002, 8.724398e-002, 1.387857e-001, 1.502977e-001, 1.599216e-001, 1.910668e-001, 1.902803e-001, 2.097315e-001, 2.333193e-001, 2.161557e-001, 1.977448e-001, 3.259917e-002 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { 3.094328e+000, -2.391214e-001, -9.719381e-001, -7.580215e+000, -3.390183e+000, 1.030273e+000, -4.843925e+000, -3.739309e+000, -5.346913e+000, -1.456691e-001, -9.598863e-001, -3.264559e+000, 5.302373e+001, -1.046654e+000, 9.058244e-001, 9.270807e-001, 2.454962e+000, 1.214395e+000, 1.375837e-001, 1.181605e+000, 6.936870e-001, 1.160574e+000, 2.780617e-001, 3.843234e-001, 6.467535e-001, -9.803237e-001, -1.714088e-001, 4.795260e-002, 1.576757e-001, 3.401656e-001, 2.350453e-001, 1.622998e-001, 3.465529e-001, 3.484451e-001, 3.376229e-001, 2.228966e-001, 2.489267e-001, 1.634909e-001, 1.839894e-001 },
          { 4.338324e+001, 4.759321e+001, 3.938515e+001, 1.123400e+002, 7.297957e+001, 9.073633e+001, 9.854057e+001, 6.745605e+001, 7.171558e+001, 7.775677e+001, 9.781019e+001, 4.491056e+001, 8.589057e+001, 3.224138e+000, 3.942410e+000, 2.711955e+000, 5.641357e+000, 4.679413e+000, 4.211991e+000, 4.790856e+000, 4.831845e+000, 5.429911e+000, 5.783479e+000, 5.505984e+000, 3.623779e+000, 2.468831e+000, 5.286766e-001, 5.848410e-001, 4.573973e-001, 1.049532e+000, 7.373586e-001, 6.968475e-001, 8.497839e-001, 7.935570e-001, 9.338622e-001, 9.458259e-001, 8.684475e-001, 6.527073e-001, 4.804212e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { 4.596899e-001, -2.998635e+000, -3.482242e+000, -1.181984e+001, -6.807306e+000, -2.779952e+000, -8.814630e+000, -7.024574e+000, -8.734315e+000, -3.672861e+000, -4.915848e+000, -5.945173e+000, 4.931665e+001, -1.764890e+000, 1.116043e-001, 2.683601e-001, 1.504900e+000, 3.491168e-001, -6.833417e-001, 3.060836e-001, -1.855714e-001, 2.284868e-001, -6.838929e-001, -5.542699e-001, -1.146955e-001, -1.608824e+000, -4.622494e-001, -2.579470e-001, -1.128489e-001, -6.962114e-002, -1.084330e-001, -1.716098e-001, -2.218194e-002, -7.882131e-003, -4.892329e-002, -1.661177e-001, -1.238354e-001, -1.596703e-001, -9.326026e-002 },
          { 4.338324e+001, 4.759321e+001, 3.938515e+001, 1.123400e+002, 7.297957e+001, 9.073633e+001, 9.854057e+001, 6.745605e+001, 7.171558e+001, 7.775677e+001, 9.781019e+001, 4.491056e+001, 8.589057e+001, 3.224138e+000, 3.942410e+000, 2.711955e+000, 5.641357e+000, 4.679413e+000, 4.211991e+000, 4.790856e+000, 4.831845e+000, 5.429911e+000, 5.783479e+000, 5.505984e+000, 3.623779e+000, 2.468831e+000, 5.286766e-001, 5.848410e-001, 4.573973e-001, 1.049532e+000, 7.373586e-001, 6.968475e-001, 8.497839e-001, 7.935570e-001, 9.338622e-001, 9.458259e-001, 8.684475e-001, 6.527073e-001, 4.804212e-001 }
        }
      }}
    }
  },
  { "sp", // HMM
    { // transition probability
      { 0.000000e+000, 7.575445e-002, 9.242456e-001 },
      { 0.000000e+000, 9.255853e-001, 7.441464e-002 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1 ### MANUALLY EDITED
        { // pdf 1
          5.000000e-001,
          { -1.409003e+001, 2.070067e+000, 5.057339e-003, 1.391783e+000, 2.517376e-001, 1.478880e-001, 1.406425e+000, 2.105982e+000, 2.907135e+000, 2.198835e+000, 2.499642e+000, 1.111057e+000, 3.058692e+001, -1.073576e-002, 1.674598e-001, 2.122544e-001, 1.673996e-001, 1.735703e-001, 2.032638e-001, 2.174753e-001, 2.450577e-001, 3.489596e-001, 3.925292e-001, 3.192101e-001, 2.300138e-001, 6.045158e-003, 1.139644e-001, 7.324542e-003, 6.989875e-002, 6.290235e-002, 5.540482e-002, 5.856469e-002, 6.557361e-002, 5.839899e-002, 1.470258e-002, 2.881422e-002, 4.327500e-002, 5.911613e-002, 1.678029e-001 },
          { 6.022906e+000, 6.518144e+000, 7.252253e+000, 8.376198e+000, 1.174950e+001, 1.347111e+001, 1.304933e+001, 1.361854e+001, 1.611592e+001, 1.722112e+001, 1.464541e+001, 1.113505e+001, 3.553995e+000, 3.133074e-001, 4.780065e-001, 6.305229e-001, 7.273427e-001, 9.522700e-001, 1.132198e+000, 1.241851e+000, 1.382745e+000, 1.538171e+000, 1.570385e+000, 1.386253e+000, 1.158948e+000, 1.987574e-001, 6.894917e-002, 1.069868e-001, 1.291975e-001, 1.557773e-001, 1.994648e-001, 2.305281e-001, 2.533597e-001, 2.859714e-001, 3.061706e-001, 3.079845e-001, 2.778525e-001, 2.397264e-001, 6.814665e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.507169e+001, 1.048841e+000, -1.072143e+000, 2.341162e-001, -1.119364e+000, -1.320232e+000, -3.852974e-002, 6.298499e-001, 1.301349e+000, 5.389012e-001, 9.688696e-001, -2.237118e-001, 2.983284e+001, -2.346312e-001, -1.090923e-001, -1.053675e-001, -1.737379e-001, -2.167669e-001, -2.223553e-001, -2.282782e-001, -2.253031e-001, -1.471325e-001, -1.087308e-001, -1.517468e-001, -2.006040e-001, -1.722837e-001, 8.931701e-003, -1.235108e-001, -7.387746e-002, -9.497219e-002, -1.232411e-001, -1.334887e-001, -1.357658e-001, -1.555062e-001, -2.066282e-001, -1.931712e-001, -1.675719e-001, -1.367313e-001, 6.338327e-002 },
          { 6.022906e+000, 6.518144e+000, 7.252253e+000, 8.376198e+000, 1.174950e+001, 1.347111e+001, 1.304933e+001, 1.361854e+001, 1.611592e+001, 1.722112e+001, 1.464541e+001, 1.113505e+001, 3.553995e+000, 3.133074e-001, 4.780065e-001, 6.305229e-001, 7.273427e-001, 9.522700e-001, 1.132198e+000, 1.241851e+000, 1.382745e+000, 1.538171e+000, 1.570385e+000, 1.386253e+000, 1.158948e+000, 1.987574e-001, 6.894917e-002, 1.069868e-001, 1.291975e-001, 1.557773e-001, 1.994648e-001, 2.305281e-001, 2.533597e-001, 2.859714e-001, 3.061706e-001, 3.079845e-001, 2.778525e-001, 2.397264e-001, 6.814665e-002 }
        }
      }}
    }
  },
  { "th", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 8.471334e-001, 1.528666e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 7.640786e-001, 2.359214e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 7.361012e-001, 2.638988e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { -1.503514e+001, 6.543019e-001, 5.106304e-001, 2.918463e+000, -1.397305e+000, 4.030736e-002, 4.596762e-001, 6.367371e-001, 1.246131e+000, 5.513359e-001, 2.197912e+000, 2.593521e-001, 4.507020e+001, -2.988556e-001, -2.463838e-001, -1.076619e-001, -3.136750e-001, 7.036442e-002, 6.356694e-001, 6.617564e-001, 6.236542e-001, 8.235715e-001, 5.921175e-001, 6.986440e-001, 5.842358e-001, 1.744752e+000, 6.384613e-001, 5.514004e-002, 4.751365e-001, -4.530817e-002, -8.139818e-002, -1.368407e-001, 2.748010e-002, -2.017589e-002, -1.012485e-001, 6.632511e-002, -4.806829e-002, -4.998466e-002, 8.794942e-001 },
          { 2.512535e+001, 3.174434e+001, 2.348569e+001, 2.299337e+001, 2.506070e+001, 2.553842e+001, 2.541646e+001, 2.208976e+001, 2.307212e+001, 2.232395e+001, 1.964872e+001, 1.490496e+001, 7.787737e+001, 3.321718e+000, 2.988669e+000, 2.991121e+000, 2.970702e+000, 2.935632e+000, 3.329685e+000, 3.257113e+000, 3.417612e+000, 3.160061e+000, 2.851849e+000, 2.731983e+000, 2.048804e+000, 1.142389e+001, 5.270134e-001, 6.764416e-001, 7.411771e-001, 6.500586e-001, 5.856736e-001, 6.484552e-001, 6.754539e-001, 6.440818e-001, 5.870559e-001, 5.846849e-001, 5.672847e-001, 4.182160e-001, 1.504263e+000 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.704014e+001, -1.599383e+000, -1.427851e+000, 1.000407e+000, -3.399731e+000, -1.981115e+000, -1.556913e+000, -1.243253e+000, -6.752071e-001, -1.338593e+000, 4.248375e-001, -1.284926e+000, 4.154028e+001, -1.027879e+000, -9.378945e-001, -7.994562e-001, -1.003104e+000, -6.149830e-001, -9.422759e-002, -6.014256e-002, -1.158172e-001, 1.125091e-001, -8.337926e-002, 3.749557e-002, 1.169011e-002, 3.927820e-001, 3.480785e-001, -2.738442e-001, 1.307699e-001, -3.678130e-001, -3.875154e-001, -4.589475e-001, -3.012639e-001, -3.411947e-001, -4.077269e-001, -2.395336e-001, -3.493415e-001, -3.086631e-001, 3.889007e-001 },
          { 2.512535e+001, 3.174434e+001, 2.348569e+001, 2.299337e+001, 2.506070e+001, 2.553842e+001, 2.541646e+001, 2.208976e+001, 2.307212e+001, 2.232395e+001, 1.964872e+001, 1.490496e+001, 7.787737e+001, 3.321718e+000, 2.988669e+000, 2.991121e+000, 2.970702e+000, 2.935632e+000, 3.329685e+000, 3.257113e+000, 3.417612e+000, 3.160061e+000, 2.851849e+000, 2.731983e+000, 2.048804e+000, 1.142389e+001, 5.270134e-001, 6.764416e-001, 7.411771e-001, 6.500586e-001, 5.856736e-001, 6.484552e-001, 6.754539e-001, 6.440818e-001, 5.870559e-001, 5.846849e-001, 5.672847e-001, 4.182160e-001, 1.504263e+000 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { -1.196149e+001, -3.576227e+000, 6.200977e+000, 7.493849e-001, -4.090386e+000, -2.133494e+000, 1.714726e+000, 1.193873e+000, 1.203401e+000, 5.706695e-001, 1.691693e+000, -7.790582e-001, 5.668766e+001, 3.514399e+000, -4.008407e-001, 1.847679e+000, 1.204079e+000, 1.376326e-001, -1.327613e+000, -1.139438e+000, -6.234665e-003, -4.631014e-001, -1.708464e-001, -4.692815e-001, -4.690780e-001, 1.452579e+000, 1.057838e+000, 1.475477e-001, -3.150885e-001, 4.591044e-001, 4.573904e-001, -2.499490e-001, -8.810908e-001, -5.310071e-002, -1.150192e-002, 3.155190e-002, 2.844670e-002, 8.483799e-002, -4.713471e-001 },
          { 3.472073e+001, 2.714429e+001, 5.099624e+001, 4.395984e+001, 2.894792e+001, 3.676320e+001, 3.898633e+001, 3.487786e+001, 3.060493e+001, 2.892917e+001, 2.479517e+001, 1.959416e+001, 2.269175e+001, 5.472646e+000, 3.317813e+000, 7.287565e+000, 5.861984e+000, 4.643235e+000, 6.699753e+000, 8.853324e+000, 5.067508e+000, 4.070436e+000, 3.358264e+000, 3.408755e+000, 2.700522e+000, 6.253938e+000, 6.623994e-001, 7.403677e-001, 1.760777e+000, 1.556207e+000, 8.413153e-001, 1.139242e+000, 1.224423e+000, 1.090414e+000, 9.225696e-001, 7.238973e-001, 6.688484e-001, 5.977414e-001, 1.140823e+000 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.431847e+001, -5.660234e+000, 3.344511e+000, -1.902704e+000, -6.242517e+000, -4.558800e+000, -7.828355e-001, -1.168426e+000, -1.009468e+000, -1.580764e+000, -3.000967e-001, -2.549670e+000, 5.478222e+001, 2.578651e+000, -1.129435e+000, 7.678591e-001, 2.356172e-001, -7.242941e-001, -2.362969e+000, -2.329620e+000, -9.066797e-001, -1.270114e+000, -9.038690e-001, -1.207794e+000, -1.126409e+000, 4.522645e-001, 7.322859e-001, -1.966308e-001, -8.458655e-001, -3.988764e-002, 9.049741e-002, -6.768901e-001, -1.323705e+000, -4.707923e-001, -3.957039e-001, -3.087767e-001, -2.986859e-001, -2.244170e-001, -8.985844e-001 },
          { 3.472073e+001, 2.714429e+001, 5.099624e+001, 4.395984e+001, 2.894792e+001, 3.676320e+001, 3.898633e+001, 3.487786e+001, 3.060493e+001, 2.892917e+001, 2.479517e+001, 1.959416e+001, 2.269175e+001, 5.472646e+000, 3.317813e+000, 7.287565e+000, 5.861984e+000, 4.643235e+000, 6.699753e+000, 8.853324e+000, 5.067508e+000, 4.070436e+000, 3.358264e+000, 3.408755e+000, 2.700522e+000, 6.253938e+000, 6.623994e-001, 7.403677e-001, 1.760777e+000, 1.556207e+000, 8.413153e-001, 1.139242e+000, 1.224423e+000, 1.090414e+000, 9.225696e-001, 7.238973e-001, 6.688484e-001, 5.977414e-001, 1.140823e+000 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { 7.447156e+000, -6.388423e+000, -7.856022e-001, 1.026385e+000, -5.457282e-001, -9.798841e+000, -1.655988e+001, -5.656154e+000, -1.571820e+000, -1.522989e+000, -1.027650e+000, -2.976853e+000, 5.745831e+001, 3.440337e+000, -9.481397e-001, -1.251107e+000, 5.120217e-002, 1.047188e+000, -1.325788e+000, -3.084795e+000, 6.337885e-001, 2.095805e-001, -8.333001e-002, -3.123897e-002, 3.030401e-001, 8.605118e-001, -9.317026e-001, -7.880470e-002, 7.455143e-001, 2.364774e-001, -1.221813e-001, 2.610320e-001, 1.131049e+000, 1.076680e+000, 2.205100e-001, 1.347684e-001, 3.871446e-001, 3.472700e-001, 2.196346e-001 },
          { 3.064710e+001, 1.891829e+001, 5.863163e+001, 3.863775e+001, 6.478372e+001, 8.165834e+001, 6.653748e+001, 4.824559e+001, 4.790809e+001, 3.164614e+001, 3.280893e+001, 2.803659e+001, 2.086990e+001, 5.502969e+000, 2.890413e+000, 6.040682e+000, 4.066927e+000, 4.843010e+000, 8.266172e+000, 7.858319e+000, 7.557559e+000, 5.606064e+000, 3.851740e+000, 3.020057e+000, 2.829075e+000, 1.452472e+000, 4.809447e-001, 3.918309e-001, 1.662819e+000, 7.892471e-001, 1.179604e+000, 1.212336e+000, 1.262780e+000, 8.410761e-001, 7.904853e-001, 6.742278e-001, 6.099806e-001, 5.097327e-001, 3.540431e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { 5.232764e+000, -8.128229e+000, -3.848454e+000, -1.459986e+000, -3.765262e+000, -1.341344e+001, -1.982270e+001, -8.434516e+000, -4.340446e+000, -3.773185e+000, -3.318814e+000, -5.094837e+000, 5.563097e+001, 2.502001e+000, -1.628188e+000, -2.234219e+000, -7.554628e-001, 1.669145e-001, -2.475826e+000, -4.206103e+000, -4.658522e-001, -7.375047e-001, -8.683640e-001, -7.263714e-001, -3.697541e-001, 3.784376e-001, -1.209103e+000, -3.291903e-001, 2.297129e-001, -1.188809e-001, -5.566196e-001, -1.793925e-001, 6.815550e-001, 7.098392e-001, -1.351269e-001, -1.936771e-001, 7.473959e-002, 6.168766e-002, -1.837144e-002 },
          { 3.064710e+001, 1.891829e+001, 5.863163e+001, 3.863775e+001, 6.478372e+001, 8.165834e+001, 6.653748e+001, 4.824559e+001, 4.790809e+001, 3.164614e+001, 3.280893e+001, 2.803659e+001, 2.086990e+001, 5.502969e+000, 2.890413e+000, 6.040682e+000, 4.066927e+000, 4.843010e+000, 8.266172e+000, 7.858319e+000, 7.557559e+000, 5.606064e+000, 3.851740e+000, 3.020057e+000, 2.829075e+000, 1.452472e+000, 4.809447e-001, 3.918309e-001, 1.662819e+000, 7.892471e-001, 1.179604e+000, 1.212336e+000, 1.262780e+000, 8.410761e-001, 7.904853e-001, 6.742278e-001, 6.099806e-001, 5.097327e-001, 3.540431e-001 }
        }
      }}
    }
  },
  { "uw", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 7.182395e-001, 2.817605e-001, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 8.562362e-001, 1.437638e-001, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 8.995097e-001, 1.004903e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { -8.394805e+000, -1.920335e+000, 1.273030e+001, -9.560148e-001, -9.171891e+000, -7.509746e+000, -1.198143e+000, -9.465861e-002, -5.918639e+000, -1.886863e+000, 8.443279e-001, -1.499664e+000, 5.921107e+001, 4.970077e+000, -7.310687e-001, 2.004746e+000, 5.468596e-001, -2.393686e+000, -1.652590e+000, -3.329988e+000, -1.265584e+000, -1.459869e+000, -1.018382e+000, -9.215277e-001, -6.668926e-001, 1.356760e+000, -1.907092e-002, -1.609605e-001, -2.679129e-001, -4.770207e-001, 8.998873e-002, 8.958091e-002, -2.890739e-001, 2.709084e-001, 1.885259e-001, 4.441078e-001, 2.986060e-001, 1.187527e-001, 5.834557e-001 },
          { 7.079922e+001, 1.956767e+001, 2.519396e+001, 5.477518e+001, 4.314250e+001, 4.035207e+001, 7.611607e+001, 7.669577e+001, 5.409594e+001, 4.266776e+001, 3.921618e+001, 2.248461e+001, 2.712059e+001, 2.086252e+000, 2.333978e+000, 2.739960e+000, 5.794122e+000, 3.383419e+000, 5.283133e+000, 4.619730e+000, 3.832194e+000, 5.161011e+000, 4.448689e+000, 6.677294e+000, 2.322923e+000, 2.145523e+000, 1.402339e+000, 3.492560e-001, 3.454840e-001, 4.186515e-001, 7.491118e-001, 8.808445e-001, 1.451678e+000, 8.809089e-001, 7.207228e-001, 7.709631e-001, 8.589517e-001, 4.291345e-001, 3.435076e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.176050e+001, -3.689749e+000, 1.072256e+001, -3.916425e+000, -1.179921e+001, -1.005068e+001, -4.687924e+000, -3.597703e+000, -8.860637e+000, -4.499685e+000, -1.660585e+000, -3.396382e+000, 5.712797e+001, 4.392322e+000, -1.342163e+000, 1.342633e+000, -4.159797e-001, -3.129449e+000, -2.571992e+000, -4.189730e+000, -2.048624e+000, -2.368583e+000, -1.862058e+000, -1.955146e+000, -1.276538e+000, 7.708559e-001, -4.927525e-001, -3.973521e-001, -5.030245e-001, -7.358339e-001, -2.562162e-001, -2.858323e-001, -7.710163e-001, -1.045186e-001, -1.510556e-001, 9.288980e-002, -7.211259e-002, -1.432807e-001, 3.490177e-001 },
          { 7.079922e+001, 1.956767e+001, 2.519396e+001, 5.477518e+001, 4.314250e+001, 4.035207e+001, 7.611607e+001, 7.669577e+001, 5.409594e+001, 4.266776e+001, 3.921618e+001, 2.248461e+001, 2.712059e+001, 2.086252e+000, 2.333978e+000, 2.739960e+000, 5.794122e+000, 3.383419e+000, 5.283133e+000, 4.619730e+000, 3.832194e+000, 5.161011e+000, 4.448689e+000, 6.677294e+000, 2.322923e+000, 2.145523e+000, 1.402339e+000, 3.492560e-001, 3.454840e-001, 4.186515e-001, 7.491118e-001, 8.808445e-001, 1.451678e+000, 8.809089e-001, 7.207228e-001, 7.709631e-001, 8.589517e-001, 4.291345e-001, 3.435076e-001 }
        }
      }},
      {{// state 2
        { // pdf 1
          5.000000e-001,
          { -1.884742e+000, -7.028428e+000, 1.526114e+001, -8.086695e+000, -1.716690e+001, -1.660090e+001, -9.324920e+000, -3.633341e+000, -1.369839e+001, 1.078610e+000, -5.028330e+000, -2.303984e+000, 6.291988e+001, 5.133210e-001, -1.600788e-002, 4.528465e-002, 3.972197e-001, 4.282004e-001, -1.521963e-001, -5.047829e-001, 4.606358e-001, 2.395653e-001, 1.872287e-001, 6.075130e-002, 2.804732e-001, 8.106479e-002, -1.853383e-001, 3.911767e-001, -1.694095e-001, 3.070764e-001, 5.415606e-001, 4.229464e-001, 4.374093e-001, 9.107317e-002, 4.322058e-001, 1.101023e-001, 2.288915e-001, 1.133573e-001, -2.241090e-001 },
          { 1.128845e+001, 2.140104e+001, 3.041154e+001, 7.457589e+001, 3.073075e+001, 4.502810e+001, 5.895018e+001, 6.821643e+001, 7.404488e+001, 6.766012e+001, 7.787479e+001, 2.677472e+001, 2.096329e+001, 5.338525e-001, 1.267999e+000, 1.118696e+000, 1.417007e+000, 1.860108e+000, 1.480207e+000, 2.148795e+000, 1.486146e+000, 1.966513e+000, 2.215312e+000, 1.881233e+000, 1.240756e+000, 7.731997e-001, 3.442586e-001, 1.755469e-001, 1.795141e-001, 2.713916e-001, 3.501821e-001, 3.527071e-001, 5.153906e-001, 3.721785e-001, 3.611526e-001, 4.084150e-001, 4.349189e-001, 2.283579e-001, 1.208746e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -3.228674e+000, -8.878878e+000, 1.305528e+001, -1.154099e+001, -1.938432e+001, -1.928502e+001, -1.239608e+001, -6.937071e+000, -1.714037e+001, -2.211621e+000, -8.558198e+000, -4.373756e+000, 6.108845e+001, 2.210602e-001, -4.664297e-001, -3.777891e-001, -7.893271e-002, -1.173428e-001, -6.388513e-001, -1.091134e+000, -2.699458e-002, -3.213644e-001, -4.081283e-001, -4.878809e-001, -1.650837e-001, -2.706623e-001, -4.200325e-001, 2.235835e-001, -3.388859e-001, 9.869538e-002, 3.048558e-001, 1.853898e-001, 1.502465e-001, -1.529526e-001, 1.918219e-001, -1.455272e-001, -3.490205e-002, -7.778989e-002, -3.631772e-001 },
          { 1.128845e+001, 2.140104e+001, 3.041154e+001, 7.457589e+001, 3.073075e+001, 4.502810e+001, 5.895018e+001, 6.821643e+001, 7.404488e+001, 6.766012e+001, 7.787479e+001, 2.677472e+001, 2.096329e+001, 5.338525e-001, 1.267999e+000, 1.118696e+000, 1.417007e+000, 1.860108e+000, 1.480207e+000, 2.148795e+000, 1.486146e+000, 1.966513e+000, 2.215312e+000, 1.881233e+000, 1.240756e+000, 7.731997e-001, 3.442586e-001, 1.755469e-001, 1.795141e-001, 2.713916e-001, 3.501821e-001, 3.527071e-001, 5.153906e-001, 3.721785e-001, 3.611526e-001, 4.084150e-001, 4.349189e-001, 2.283579e-001, 1.208746e-001 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { 2.718176e+000, -2.064686e+000, 8.000248e+000, 3.325233e-001, -6.764331e+000, -5.202685e+000, -1.435303e+001, -4.445461e+000, -6.221349e+000, -2.798188e+000, 1.904650e+000, -4.366171e+000, 5.760804e+001, -3.764774e-003, 8.140435e-001, -4.375675e-001, 4.602664e-001, 1.078596e+000, 1.166079e+000, 1.079789e+000, 3.269855e-002, 6.774250e-001, 6.162264e-001, 4.418004e-001, 2.791191e-001, -7.143729e-001, -1.154391e-001, 1.053079e-001, 1.287257e-001, 1.236904e-001, 1.196745e-001, 1.651088e-001, 4.516236e-001, 2.851683e-001, 1.794429e-001, 2.018198e-001, 1.671164e-001, 1.988690e-001, 3.163902e-002 },
          { 2.212453e+001, 4.324570e+001, 6.558676e+001, 8.039591e+001, 6.174764e+001, 1.005812e+002, 9.878898e+001, 7.156440e+001, 6.372209e+001, 9.285688e+001, 1.217404e+002, 4.719761e+001, 7.941854e+001, 1.733079e+000, 1.691465e+000, 1.690406e+000, 2.646355e+000, 2.385072e+000, 3.035923e+000, 3.833118e+000, 3.482530e+000, 3.726213e+000, 3.591834e+000, 3.104335e+000, 2.347010e+000, 7.916723e-001, 2.166395e-001, 2.861902e-001, 2.406194e-001, 3.548193e-001, 3.925467e-001, 4.660956e-001, 5.436407e-001, 5.349212e-001, 5.372173e-001, 5.591795e-001, 4.856687e-001, 3.824884e-001, 1.238393e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { 8.367076e-001, -4.695144e+000, 4.760822e+000, -3.254027e+000, -9.907517e+000, -9.214293e+000, -1.832873e+001, -7.829291e+000, -9.414393e+000, -6.652679e+000, -2.508791e+000, -7.114191e+000, 5.404336e+001, -5.303506e-001, 2.938181e-001, -9.576299e-001, -1.904384e-001, 4.608487e-001, 4.691227e-001, 2.966548e-001, -7.137630e-001, -9.471101e-002, -1.418590e-001, -2.629646e-001, -3.336790e-001, -1.070277e+000, -3.016173e-001, -1.086791e-001, -6.748617e-002, -1.145764e-001, -1.309397e-001, -1.079760e-001, 1.566956e-001, -7.384922e-003, -1.137375e-001, -9.729338e-002, -1.116433e-001, -4.851362e-002, -1.091242e-001 },
          { 2.212453e+001, 4.324570e+001, 6.558676e+001, 8.039591e+001, 6.174764e+001, 1.005812e+002, 9.878898e+001, 7.156440e+001, 6.372209e+001, 9.285688e+001, 1.217404e+002, 4.719761e+001, 7.941854e+001, 1.733079e+000, 1.691465e+000, 1.690406e+000, 2.646355e+000, 2.385072e+000, 3.035923e+000, 3.833118e+000, 3.482530e+000, 3.726213e+000, 3.591834e+000, 3.104335e+000, 2.347010e+000, 7.916723e-001, 2.166395e-001, 2.861902e-001, 2.406194e-001, 3.548193e-001, 3.925467e-001, 4.660956e-001, 5.436407e-001, 5.349212e-001, 5.372173e-001, 5.591795e-001, 4.856687e-001, 3.824884e-001, 1.238393e-001 }
        }
      }}
    }
  },
  { "sil", // HMM
    { // transition probability
      { 0.000000e+000, 1.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 },
      { 0.000000e+000, 8.624194e-001, 9.266903e-002, 4.491156e-002, 0.000000e+000 },
      { 0.000000e+000, 0.000000e+000, 9.012364e-001, 9.876364e-002, 0.000000e+000 },
      { 0.000000e+000, 6.813278e-002, 0.000000e+000, 7.542514e-001, 1.776159e-001 },
      { 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000, 0.000000e+000 }
    },
    {
      {{// state 1
        { // pdf 1
          5.000000e-001,
          { -8.613330e+000, 6.140826e-002, 1.010869e+000, 2.507950e+000, 1.011058e-001, -5.444149e-001, 9.192286e-001, 7.144101e-001, -1.435935e+000, -1.651009e+000, -1.551605e-001, -2.251563e-001, 3.742165e+001, -5.793370e-002, 5.698690e-001, 1.601322e-001, 2.315718e-001, 3.267902e-001, 3.705817e-001, 3.113084e-001, 3.274272e-001, 5.056357e-001, 4.335811e-001, 3.605704e-001, 3.109489e-001, -3.200414e-001, 3.630064e-002, 9.869317e-002, 1.245617e-001, 8.454036e-002, 1.020732e-001, 1.091136e-001, 1.156048e-001, 1.136214e-001, 1.431039e-001, 1.646315e-001, 1.346337e-001, 9.764849e-002, 4.658997e-002 },
          { 1.445515e+001, 4.111947e+001, 2.352766e+001, 2.139252e+001, 2.478422e+001, 2.564111e+001, 2.503105e+001, 2.680376e+001, 2.681339e+001, 2.900852e+001, 2.284350e+001, 1.968758e+001, 1.859900e+001, 3.835090e-001, 7.915601e-001, 8.417570e-001, 9.911444e-001, 1.183253e+000, 1.394397e+000, 1.583837e+000, 1.694585e+000, 1.818587e+000, 1.863600e+000, 1.631811e+000, 1.429608e+000, 2.968422e-001, 5.825857e-002, 1.130297e-001, 1.469129e-001, 1.773066e-001, 2.144384e-001, 2.533910e-001, 2.984570e-001, 3.121406e-001, 3.374768e-001, 3.451187e-001, 3.157765e-001, 2.741973e-001, 2.777747e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.013413e+001, -2.503570e+000, -9.293437e-001, 6.578680e-001, -1.890244e+000, -2.569897e+000, -1.082013e+000, -1.356484e+000, -3.507201e+000, -3.805391e+000, -2.066956e+000, -1.999984e+000, 3.569659e+001, -3.056461e-001, 2.139904e-001, -2.068571e-001, -1.666532e-001, -1.083196e-001, -1.017567e-001, -1.920940e-001, -1.932777e-001, -3.378429e-002, -1.124739e-001, -1.503990e-001, -1.673159e-001, -5.379742e-001, -6.024661e-002, -3.578639e-002, -2.875517e-002, -8.389080e-002, -8.315680e-002, -9.223826e-002, -1.029201e-001, -1.098568e-001, -8.926716e-002, -7.035573e-002, -9.014231e-002, -1.118069e-001, -2.007633e-002 },
          { 1.445515e+001, 4.111947e+001, 2.352766e+001, 2.139252e+001, 2.478422e+001, 2.564111e+001, 2.503105e+001, 2.680376e+001, 2.681339e+001, 2.900852e+001, 2.284350e+001, 1.968758e+001, 1.859900e+001, 3.835090e-001, 7.915601e-001, 8.417570e-001, 9.911444e-001, 1.183253e+000, 1.394397e+000, 1.583837e+000, 1.694585e+000, 1.818587e+000, 1.863600e+000, 1.631811e+000, 1.429608e+000, 2.968422e-001, 5.825857e-002, 1.130297e-001, 1.469129e-001, 1.773066e-001, 2.144384e-001, 2.533910e-001, 2.984570e-001, 3.121406e-001, 3.374768e-001, 3.451187e-001, 3.157765e-001, 2.741973e-001, 2.777747e-002 }
        }
      }},
      {{// state 2 ### MANUALLY EDITED
        { // pdf 1
          5.000000e-001,
          { -1.409003e+001, 2.070067e+000, 5.057339e-003, 1.391783e+000, 2.517376e-001, 1.478880e-001, 1.406425e+000, 2.105982e+000, 2.907135e+000, 2.198835e+000, 2.499642e+000, 1.111057e+000, 3.058692e+001, -1.073576e-002, 1.674598e-001, 2.122544e-001, 1.673996e-001, 1.735703e-001, 2.032638e-001, 2.174753e-001, 2.450577e-001, 3.489596e-001, 3.925292e-001, 3.192101e-001, 2.300138e-001, 6.045158e-003, 1.139644e-001, 7.324542e-003, 6.989875e-002, 6.290235e-002, 5.540482e-002, 5.856469e-002, 6.557361e-002, 5.839899e-002, 1.470258e-002, 2.881422e-002, 4.327500e-002, 5.911613e-002, 1.678029e-001 },
          { 6.022906e+000, 6.518144e+000, 7.252253e+000, 8.376198e+000, 1.174950e+001, 1.347111e+001, 1.304933e+001, 1.361854e+001, 1.611592e+001, 1.722112e+001, 1.464541e+001, 1.113505e+001, 3.553995e+000, 3.133074e-001, 4.780065e-001, 6.305229e-001, 7.273427e-001, 9.522700e-001, 1.132198e+000, 1.241851e+000, 1.382745e+000, 1.538171e+000, 1.570385e+000, 1.386253e+000, 1.158948e+000, 1.987574e-001, 6.894917e-002, 1.069868e-001, 1.291975e-001, 1.557773e-001, 1.994648e-001, 2.305281e-001, 2.533597e-001, 2.859714e-001, 3.061706e-001, 3.079845e-001, 2.778525e-001, 2.397264e-001, 6.814665e-002 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.507169e+001, 1.048841e+000, -1.072143e+000, 2.341162e-001, -1.119364e+000, -1.320232e+000, -3.852974e-002, 6.298499e-001, 1.301349e+000, 5.389012e-001, 9.688696e-001, -2.237118e-001, 2.983284e+001, -2.346312e-001, -1.090923e-001, -1.053675e-001, -1.737379e-001, -2.167669e-001, -2.223553e-001, -2.282782e-001, -2.253031e-001, -1.471325e-001, -1.087308e-001, -1.517468e-001, -2.006040e-001, -1.722837e-001, 8.931701e-003, -1.235108e-001, -7.387746e-002, -9.497219e-002, -1.232411e-001, -1.334887e-001, -1.357658e-001, -1.555062e-001, -2.066282e-001, -1.931712e-001, -1.675719e-001, -1.367313e-001, 6.338327e-002 },
          { 6.022906e+000, 6.518144e+000, 7.252253e+000, 8.376198e+000, 1.174950e+001, 1.347111e+001, 1.304933e+001, 1.361854e+001, 1.611592e+001, 1.722112e+001, 1.464541e+001, 1.113505e+001, 3.553995e+000, 3.133074e-001, 4.780065e-001, 6.305229e-001, 7.273427e-001, 9.522700e-001, 1.132198e+000, 1.241851e+000, 1.382745e+000, 1.538171e+000, 1.570385e+000, 1.386253e+000, 1.158948e+000, 1.987574e-001, 6.894917e-002, 1.069868e-001, 1.291975e-001, 1.557773e-001, 1.994648e-001, 2.305281e-001, 2.533597e-001, 2.859714e-001, 3.061706e-001, 3.079845e-001, 2.778525e-001, 2.397264e-001, 6.814665e-002 }
        }
      }},
      {{// state 3
        { // pdf 1
          5.000000e-001,
          { -1.244842e+001, -3.626464e-002, 1.076694e+000, 1.087192e+000, -1.963680e-001, -6.866985e-001, 8.699819e-001, 1.458574e+000, 1.001457e+000, 1.006576e+000, 1.431919e+000, 4.338295e-002, 3.663939e+001, 5.412316e-001, 2.596084e-001, 4.882829e-001, 1.443428e-001, 1.399324e-001, 1.566155e-001, 1.866344e-001, 1.678129e-001, 5.152817e-002, 1.824398e-001, 1.212677e-001, 5.582682e-002, 1.174585e+000, 1.894876e-001, 1.588918e-001, 1.423048e-001, 6.211153e-002, 9.346105e-002, 1.182825e-001, 9.530873e-002, 9.787646e-002, 1.102123e-001, 1.164772e-001, 1.033235e-001, 9.252328e-002, 4.007286e-001 },
          { 2.172534e+001, 3.234842e+001, 2.414706e+001, 2.468239e+001, 2.854861e+001, 2.824569e+001, 2.722742e+001, 2.948039e+001, 3.031454e+001, 2.810817e+001, 2.451329e+001, 1.978056e+001, 3.619022e+001, 2.938108e+000, 3.546492e+000, 2.743900e+000, 3.024455e+000, 3.180282e+000, 2.870108e+000, 2.948753e+000, 3.183022e+000, 3.175395e+000, 2.940977e+000, 2.674811e+000, 2.139667e+000, 5.046308e+000, 4.951632e-001, 6.370202e-001, 4.945288e-001, 5.587847e-001, 5.841388e-001, 5.429888e-001, 5.612689e-001, 5.677512e-001, 5.715120e-001, 5.296706e-001, 4.883583e-001, 4.045009e-001, 8.158339e-001 }
        },
        { // pdf 2
          5.000000e-001,
          { -1.431284e+001, -2.311291e+000, -8.888919e-001, -9.000633e-001, -2.333604e+000, -2.812566e+000, -1.217214e+000, -7.132598e-001, -1.200889e+000, -1.114110e+000, -5.485169e-001, -1.735631e+000, 3.423305e+001, -1.444048e-001, -4.936768e-001, -1.743059e-001, -5.512956e-001, -5.734014e-001, -5.210403e-001, -5.002429e-001, -5.458281e-001, -6.612573e-001, -5.035313e-001, -5.329263e-001, -5.292772e-001, 2.760255e-001, -9.198370e-002, -1.603624e-001, -1.389862e-001, -2.368961e-001, -2.122549e-001, -1.764685e-001, -2.043628e-001, -2.035206e-001, -1.921814e-001, -1.746367e-001, -1.762070e-001, -1.618783e-001, 3.943444e-002 },
          { 2.172534e+001, 3.234842e+001, 2.414706e+001, 2.468239e+001, 2.854861e+001, 2.824569e+001, 2.722742e+001, 2.948039e+001, 3.031454e+001, 2.810817e+001, 2.451329e+001, 1.978056e+001, 3.619022e+001, 2.938108e+000, 3.546492e+000, 2.743900e+000, 3.024455e+000, 3.180282e+000, 2.870108e+000, 2.948753e+000, 3.183022e+000, 3.175395e+000, 2.940977e+000, 2.674811e+000, 2.139667e+000, 5.046308e+000, 4.951632e-001, 6.370202e-001, 4.945288e-001, 5.587847e-001, 5.841388e-001, 5.429888e-001, 5.612689e-001, 5.677512e-001, 5.715120e-001, 5.296706e-001, 4.883583e-001, 4.045009e-001, 8.158339e-001 }
        }
      }}
    }
  }
};