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Table 6 Independent test accuracy based on different classifiers

From: A high-performance approach for predicting donor splice sites based on short window size and imbalanced large samples

Classifier	SN (%)		SP (%)	(SN + SP)/2 (%)		MCC
Classifier	HS³D-train_1:1	HS³D-train_1:135	HS³D-train_1:1	HS³D-train_1:135	HS³D-train_1:1	HS³D-train_1:135	HS³D-train_1:1	HS³D-train_1:135
RF	94.77	16.58	91.31	99.87	93.04	58.23	0.862	0.297
ANN	91.58	12.06	91.83	99.91	91.71	55.98	0.834	0.248
RVKDE	96.23	23.37	88.82	99.50	92.53	61.43	0.853	0.353
χ²-DT	93.09	93.97	91.58	92.71	92.34	93.34	0.847	0.867

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ISSN: 1745-6150

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