From: Predicting anatomic therapeutic chemical classification codes using tiered learning
Accuracy of 1 nd level ATC Code Prediction | ||
---|---|---|
Initialization method | Supervised learning | ChEMBL (Perfect 1st level) |
Prediction method | A(1) (N(1)) | A(1) |
MLP | 54.41% (54.41%) | 100% |
Naive Bayes | 33.82% (33.82%) | 100% |
Random Forest | 52.45% (52.45%) | 100% |
SVM | 55.39% (55.39%) | 100% |
SuperPred Prediction Results | 42.16% (42.16%) | --- |