Prediction and optimization of NaV1.7 inhibitors based on machine learning methods

Weikaixin Kong, Xinyu Tu, Zhengwei Xie +1

We used machine learning methods to predict NaV1.7 inhibitors and found the model RF-CDK that performed best on the imbalanced dataset. Using the RF-CDK model for screening drugs,…