YellowCab / selective_metrics.csv
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Publish causal YellowCab benchmark and model card
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confidence_threshold,coverage,accepted_examples,selective_accuracy,selective_macro_f1
0.0,1.0,8594,0.5755178031184547,0.3915542657655546
0.25,0.9987200372352805,8583,0.5760223698007689,0.3919543899984051
0.35,0.9100535257156156,7821,0.6006904487917146,0.4060706565050537
0.45,0.6947870607400511,5971,0.658348685312343,0.43272520579946194
0.55,0.4717244589248313,4054,0.7323630981746423,0.470227025478709
0.65,0.3019548522224808,2595,0.8092485549132948,0.5275062675719726
0.75,0.17488945776122877,1503,0.8782435129740519,0.5566727737271018
0.85,0.08296485920409588,713,0.938288920056101,0.6097924940442192