Fig. 4
From: IRESpy: an XGBoost model for prediction of internal ribosome entry sites
Model performance of XGBoost and GBDT. a The model performance of XGBoost and GBDT for only the global kmer features, without any hyperparameter tuning. b Model performance comparison using area under the ROC curve (AUC). The XGBoost model has lower training AUC but higher testing AUC than the GBDT model. The XGBoost model trained with only local kmers performs the same as the GBDT model, but the number of features is reduced from 5780 to 340