Skip to main content

Table 7 Results of two feature aggregation operators for 964 side effects

From: A neural network-based method for polypharmacy side effects prediction

Operators

thr

TP

FP

TN

FN

AUROC

AUPRC

Precision

Recall

F-score

ACC

MCC

Summation

0.530

105,153

12,013

95,955

2608

0.966

0.953

0.901

0.976

0.936

0.934

0.872

Concatenation

0.503

102,005

17,591

90,290

5843

0.943

0.930

0.867

0.947

0.904

0.900

0.806

  1. Bold numbers show the best performance for each criteria