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