Comparative Analysis and Classification of Cassette Exons and Constitutive Exons

Table 5

Classification performance of different classifiers.

Classifier	Sensitivity (%)	Specificity (%)	TA (%)	AUC
KNN	67.03	75.57	70.45	0.7818
SVM	73.23	70.34	71.69	0.7865
Random forest	71.49	78.72	74.59	0.8411
CForest	95.90	97.62	96.69	0.9954
XGBoost	83.55	85.37	84.44	0.9270