Echocardiogram_Multimodel_bespoke / MultiModel_Epochs10_bespoke_results.json
UMCU's picture
Upload 9 files
7315291 verified
{
"epoch": 10.0,
"eval_accuracy": 0.8538622129436325,
"eval_auc_pe_Present": 0.9684379023558478,
"eval_auc_rv_dil_Present": 0.9715198237885462,
"eval_auc_Normal_or_No_Label": 0.988722656692735,
"eval_auc_tricuspid_valve_native_regurgitation_Present": 0.9994070480425847,
"eval_auc_wma_Present": 0.9927310231023101,
"eval_auc_lv_dil_Present": 0.9841185342915446,
"eval_auc_aortic_valve_native_stenosis_Present": 0.9984241962129877,
"eval_auc_mitral_valve_native_regurgitation_Present": 0.9949279328589673,
"eval_auc_lv_sys_func_Present": 0.9936147229849783,
"eval_auc_rv_sys_func_Present": 0.9858074338197734,
"eval_auc_aortic_valve_native_regurgitation_Present": 0.99593653453422,
"eval_auc_lv_dias_func_Present": 0.9922497900830007,
"eval_f1_pe_Present": 0.8571428571428571,
"eval_f1_rv_dil_Present": 0.8041237113402062,
"eval_f1_Normal_or_No_Label": 0.9624277456647399,
"eval_f1_tricuspid_valve_native_regurgitation_Present": 0.9642857142857143,
"eval_f1_wma_Present": 0.9166666666666666,
"eval_f1_lv_dil_Present": 0.9171270718232044,
"eval_f1_aortic_valve_native_stenosis_Present": 0.9156626506024096,
"eval_f1_mitral_valve_native_regurgitation_Present": 0.9505494505494505,
"eval_f1_lv_sys_func_Present": 0.9750415973377704,
"eval_f1_rv_sys_func_Present": 0.8974358974358975,
"eval_f1_aortic_valve_native_regurgitation_Present": 0.9688888888888889,
"eval_f1_lv_dias_func_Present": 0.9384164222873901,
"eval_f1_macro": 0.9223140561687662,
"eval_f1_weighted": 0.9425007148312412,
"eval_loss": 0.05956393480300903,
"eval_prec_pe_Present": 0.84375,
"eval_prec_rv_dil_Present": 0.8297872340425532,
"eval_prec_Normal_or_No_Label": 0.9624277456647399,
"eval_prec_tricuspid_valve_native_regurgitation_Present": 0.9759036144578314,
"eval_prec_wma_Present": 0.9565217391304348,
"eval_prec_lv_dil_Present": 0.9222222222222223,
"eval_prec_aortic_valve_native_stenosis_Present": 0.95,
"eval_prec_mitral_valve_native_regurgitation_Present": 0.9153439153439153,
"eval_prec_lv_sys_func_Present": 0.979933110367893,
"eval_prec_rv_sys_func_Present": 0.9130434782608695,
"eval_prec_aortic_valve_native_regurgitation_Present": 0.9732142857142857,
"eval_prec_lv_dias_func_Present": 0.9411764705882353,
"eval_prec_macro": 0.9302769846494151,
"eval_prec_weighted": 0.9472192429644785,
"eval_recall_pe_Present": 0.8709677419354839,
"eval_recall_rv_dil_Present": 0.78,
"eval_recall_Normal_or_No_Label": 0.9624277456647399,
"eval_recall_tricuspid_valve_native_regurgitation_Present": 0.9529411764705882,
"eval_recall_wma_Present": 0.88,
"eval_recall_lv_dil_Present": 0.9120879120879121,
"eval_recall_aortic_valve_native_stenosis_Present": 0.8837209302325582,
"eval_recall_mitral_valve_native_regurgitation_Present": 0.9885714285714285,
"eval_recall_lv_sys_func_Present": 0.9701986754966887,
"eval_recall_rv_sys_func_Present": 0.8823529411764706,
"eval_recall_aortic_valve_native_regurgitation_Present": 0.9646017699115044,
"eval_recall_lv_dias_func_Present": 0.935672514619883,
"eval_recall_macro": 0.9152952363472715,
"eval_recall_weighted": 0.9385441527446301,
"eval_roc_auc_macro": 0.9888247998972913,
"eval_roc_auc_weighted": 0.9909024741692697,
"eval_runtime": 5.19,
"eval_samples_per_second": 184.586,
"eval_steps_per_second": 18.497
}