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Table 5 Independent test accuracy based on imbalanced and balanced decision tables

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

Training set	SN (%)		SP (%)		(SN + SP)/2 (%)		MCC
Training set	imbal	bal	imbal	bal	imbal	bal	imbal	bal
HS³D-train_1:1	93.09	93.09	91.58	91.58	92.34	92.34	0.847	0.847
HS³D-train_1:10	81.53	94.35	96.36	91.08	89.51	92.71	0.788	0.855
HS³D-train_1:20	78.14	93.59	96.98	92.46	87.56	93.03	0.765	0.861
HS³D-train_1:50	76.76	94.22	96.98	92.34	86.87	93.28	0.753	0.866
HS³D-train_1:135	68.84	93.97	97.61	92.71	83.23	93.34	0.694	0.867

imbal. Denotes imbalanced decision table and bal. denotes balanced decision table

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ISSN: 1745-6150

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