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ResearchFormerly WizWand

Mortality prediction on N00312208 (test)

77.7AUROCTransTab
35.42446.399557.37568.3505May 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
TransTablearning_setting=supervised, averaging=10 random seeds2022.0577.7
TransTabLearning Setting=feature incremental learning2022.0576.17
FT-Translearning_setting=supervised, averaging=10 random seeds2022.0575.86
AutoIntlearning_setting=supervised, averaging=10 random seeds2022.0574.79
SNNlearning_setting=supervised, averaging=10 random seeds2022.0574.69
DCNlearning_setting=supervised, averaging=10 random seeds2022.0574.31
MLPlearning_setting=supervised, averaging=10 random seeds2022.0574.27
LRlearning_setting=supervised, averaging=10 random seeds2022.0573.82
SCARFlearning_setting=supervised, averaging=10 random seeds2022.0572.67
VIMElearning_setting=supervised, averaging=10 random seeds2022.0572.27
FT-TransLearning Setting=feature incremental learning2022.0571.48
SCARFLearning Setting=feature incremental learning2022.0570.72
TabTranslearning_setting=supervised, averaging=10 random seeds2022.0570.69
AutoIntLearning Setting=feature incremental learning2022.0570.31
XGBoostlearning_setting=supervised, averaging=10 random seeds2022.0569.11
TabNetlearning_setting=supervised, averaging=10 random seeds2022.0569.1
MLPLearning Setting=feature incremental learning2022.0568.71
SNNLearning Setting=feature incremental learning2022.0568.54
LRLearning Setting=feature incremental learning2022.0568.01
XGBoostLearning Setting=feature incremental learning2022.0567.6
DCNLearning Setting=feature incremental learning2022.0566.4
TabTransLearning Setting=feature incremental learning2022.0564.33
TabNetLearning Setting=feature incremental learning2022.0558.49
VIMELearning Setting=feature incremental learning2022.0537.05