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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