feat: first commit
This commit is contained in:
79
models/enhanced_dag_hmm_v2_optimizer_results.json
Normal file
79
models/enhanced_dag_hmm_v2_optimizer_results.json
Normal file
@@ -0,0 +1,79 @@
|
||||
{
|
||||
"optimization_history": {
|
||||
"cat_\u7b49\u5f85\u5582\u98df_vs_cat_\u8212\u670d": {
|
||||
"n_states": 1,
|
||||
"n_gaussians": 1,
|
||||
"covariance_type": "diag",
|
||||
"score": 0.9586187214611872,
|
||||
"search_history": [
|
||||
{
|
||||
"n_states": 1,
|
||||
"n_gaussians": 1,
|
||||
"covariance_type": "diag",
|
||||
"score": 0.9586187214611872
|
||||
},
|
||||
{
|
||||
"n_states": 1,
|
||||
"n_gaussians": 1,
|
||||
"covariance_type": "full",
|
||||
"score": 0.6275684931506849
|
||||
},
|
||||
{
|
||||
"n_states": 2,
|
||||
"n_gaussians": 1,
|
||||
"covariance_type": "diag",
|
||||
"score": 0.37243150684931503
|
||||
},
|
||||
{
|
||||
"n_states": 2,
|
||||
"n_gaussians": 1,
|
||||
"covariance_type": "full",
|
||||
"score": 0.6275684931506849
|
||||
}
|
||||
]
|
||||
}
|
||||
},
|
||||
"best_params_cache": {
|
||||
"cat_\u7b49\u5f85\u5582\u98df_vs_cat_\u8212\u670d": {
|
||||
"n_states": 1,
|
||||
"n_gaussians": 1,
|
||||
"covariance_type": "diag",
|
||||
"score": 0.9586187214611872,
|
||||
"search_history": [
|
||||
{
|
||||
"n_states": 1,
|
||||
"n_gaussians": 1,
|
||||
"covariance_type": "diag",
|
||||
"score": 0.9586187214611872
|
||||
},
|
||||
{
|
||||
"n_states": 1,
|
||||
"n_gaussians": 1,
|
||||
"covariance_type": "full",
|
||||
"score": 0.6275684931506849
|
||||
},
|
||||
{
|
||||
"n_states": 2,
|
||||
"n_gaussians": 1,
|
||||
"covariance_type": "diag",
|
||||
"score": 0.37243150684931503
|
||||
},
|
||||
{
|
||||
"n_states": 2,
|
||||
"n_gaussians": 1,
|
||||
"covariance_type": "full",
|
||||
"score": 0.6275684931506849
|
||||
}
|
||||
]
|
||||
}
|
||||
},
|
||||
"config": {
|
||||
"max_states": 5,
|
||||
"max_gaussians": 3,
|
||||
"cv_folds": 3,
|
||||
"optimization_method": "grid_search",
|
||||
"early_stopping": true,
|
||||
"patience": 3,
|
||||
"random_state": 42
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user