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Table 1 Comparison of AUC and F1-score in over ten stratified 5-fold cross-validations

From: PASNet: pathway-associated sparse deep neural network for prognosis prediction from high-throughput data

Model AUC F1-Score
Logistic LASSO 0.5899 ±0.020 0.3347 ±0.025
Random LASSO 0.6209 ±0.020 0.3370 ±0.020
SVM 0.6337 ±0.015 0.3446 ±0.015
Dropout NN 0.6408 ±0.014 0.2957 ±0.025
PASNet 0.6622 ±0.013 0.3978 ±0.016