Research Article

Discovery and Validation of Traditional Chinese and Western Medicine Combination Antirheumatoid Arthritis Drugs Based on Machine Learning (Random Forest Model)

Table 2

Prediction evaluation results of five machine learning classification models under 1000 random sample training sets.

ModelAccuracyPrecisionRecallF1 scoreAUROCAUPR

k-NN
NB
SVM
RF
AdaBoost