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diff --git a/examples/Talklife_MoC/talklife_moc_output/ffn_current_focal_2_kfold_best_model.csv b/examples/Talklife_MoC/talklife_moc_output/ffn_current_focal_2_kfold_best_model.csv new file mode 100644 index 0000000..b62a038 --- /dev/null +++ b/examples/Talklife_MoC/talklife_moc_output/ffn_current_focal_2_kfold_best_model.csv @@ -0,0 +1,4 @@ +,loss,accuracy,f1,f1_scores,precision,precision_scores,recall,recall_scores,valid_loss,valid_accuracy,valid_f1,valid_f1_scores,valid_precision,valid_precision_scores,valid_recall,valid_recall_scores,hidden_dim,dropout_rate,learning_rate,seed,loss_function,gamma,k_fold,n_splits,batch_size +0,,0.8044506311416626,0.5350274916020571,[0.88617206 0.43805935 0.28085106],0.5258885642327452,[0.89556509 0.41704036 0.26506024],0.5456420257014336,[0.87697402 0.46130952 0.29864253],,0.7991330027580261,0.5366943801076405,[0.88213253 0.4487873 0.27916331],0.525485420379751,[0.89594401 0.41152 0.26899225],0.5507835916443216,[0.8687404 0.49347659 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b/examples/Talklife_MoC/talklife_moc_output/ffn_mean_history_focal_2_kfold.csv new file mode 100644 index 0000000..631ea9b --- /dev/null +++ b/examples/Talklife_MoC/talklife_moc_output/ffn_mean_history_focal_2_kfold.csv @@ -0,0 +1,46 @@ +,loss,accuracy,f1,f1_scores,precision,precision_scores,recall,recall_scores,valid_loss,valid_accuracy,valid_f1,valid_f1_scores,valid_precision,valid_precision_scores,valid_recall,valid_recall_scores,hidden_dim,dropout_rate,learning_rate,seed,loss_function,gamma,k_fold,n_splits,batch_size,model_id,input_dim +0,,0.7818748950958252,0.5300135714836304,[0.86950214 0.4442623 0.27627628],0.5092642161440729,[0.90154519 0.37849162 0.24775583],0.5631914309845747,[0.83965869 0.53769841 0.31221719],,0.7760826945304871,0.5288860638483847,[0.86492335 0.45376344 0.2679714 ],0.5077373319198717,[0.90121336 0.37832992 0.24366872],0.5652902408101604,[0.83144286 0.56676899 0.29765886],"(32, 32)",0.1,0.001,1,focal,2,True,5,64,0.0,768 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a/examples/Talklife_MoC/talklife_moc_output/seqsignet_attention_bilstm_umap_focal_2_3_5_11_kfold_best_model.csv b/examples/Talklife_MoC/talklife_moc_output/seqsignet_attention_bilstm_umap_focal_2_3_5_11_kfold_best_model.csv new file mode 100644 index 0000000..a7bf71a --- /dev/null +++ b/examples/Talklife_MoC/talklife_moc_output/seqsignet_attention_bilstm_umap_focal_2_3_5_11_kfold_best_model.csv @@ -0,0 +1,4 @@ +,loss,accuracy,f1,f1_scores,precision,precision_scores,recall,recall_scores,valid_loss,valid_accuracy,valid_f1,valid_f1_scores,valid_precision,valid_precision_scores,valid_recall,valid_recall_scores,k,shift,window_size,n,dimensions,sig_depth,method,input_channels,output_channels,features,standardise_method,include_features_in_path,include_features_in_input,embedding_dim,num_features,log_signature,pooling,num_heads,num_layers,lstm_hidden_dim,ffn_hidden_dim,dropout_rate,learning_rate,seed,loss_function,gamma,k_fold,n_splits,augmentation_type,hidden_dim_aug,comb_method,batch_size 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