model,train_rows,test_accuracy,test_precision,test_recall,test_f1,test_mcc,test_roc_auc,test_average_precision,test_brier_score,official_eval_f1,official_harmful_recall,official_benign_acceptance,chosen_epoch,training_and_validation_seconds
mlp,100000,0.9353139215131968,0.9480870061776463,0.9233063700707785,0.9355326178828471,0.8709566550248168,0.9845410539931722,0.9853688104239189,0.0477644372176856,0.8679142934635204,0.8,0.5857142857142857,3,221.8504297410036
cnn,100000,0.9258307419495773,0.9049765078147474,0.9542972699696664,0.9289827255278311,0.8527961638039693,0.9824436384252708,0.9837569373452132,0.05395596928033179,0.895903991651448,0.8585,0.44761904761904764,2,30.718694641000184
bilstm,100000,0.9409678497083087,0.9362679043769028,0.948432760364004,0.9423110731597056,0.8819538411836061,0.9869550194050821,0.9879553043986514,0.043662723387240025,0.9004465458366168,0.857,0.5571428571428572,2,141.30058597400057
distilbert,100000,0.9789005679627869,0.9809243569580437,0.9775025278058646,0.9792104530146111,0.9577979169917265,0.9977949211225736,0.9979196613993138,0.01870473793075599,0.9299101412066754,0.9055,0.6,3,2744.263581142