Additional file 1 of PPAI: a web server for predicting protein-aptamer interactions

Additional file 1: Supplementary Table S1. The feature importance scores of the top protein features of the model. Supplementary Table S2. The feature importance scores of the top aptamer features of the model. Supplementary Table S3. The information of aptamers. Supplementary Table S4. The information of proteins. Supplementary Table S5. The datasets of protein-aptamer interactions prediction. Supplementary Table S6. The performance comparison before and after removing redundancy of the dataset. Supplementary Table S7. The datasets for predicting aptamers. Supplementary Table S8. Performance comparison between using adaboost alone and using adaboost and random forest in combination. Supplementary Table S9. Comparison of prediction performance of different machine learning algorithms for predicting protein-aptamer interactions.

附加文件1：补充表S1。本模型所采用的顶级蛋白质特征的特征重要性评分。补充表S2。本模型所采用的顶级适配体（aptamer）特征的特征重要性评分。补充表S3。适配体相关信息。补充表S4。蛋白质相关信息。补充表S5。蛋白质-适配体相互作用预测数据集。补充表S6。数据集去冗余前后的性能对比。补充表S7。适配体预测数据集。补充表S8。单独使用自适应提升算法（AdaBoost）与自适应提升算法（AdaBoost）联合随机森林（Random Forest）的性能对比。补充表S9。不同机器学习算法用于蛋白质-适配体相互作用预测的预测性能对比。