Algorithms for Molecular Biology

Table 2 One-class results obtained from triplet-SVM and RNAmicro1.1 tools based on their specific features.

From: Learning from positive examples when the negative class is undetermined- microRNA gene identification

	triplet-SVM (Human)			RNAmicro1.1
Method	Sen	Spe	MCC	Sen	Spe	MCC
OC-SVM	0.93	0.78	0.72	0.93	0.94	0.87
OC-Gaussian	0.90	0.88	0.78	0.90	0.96	0.87
OC-Kmeans	0.98	0.8	0.79	0.93	0.92	0.84
OC-PCA	0.97	0.79	0.77	0.90	0.96	0.86
OC-KNN	0.93	0.84	0.77	0.91	0.95	0.87
Original study results	0.93	0.88	0.81	0.84	0.99	0.84

The last row has the originally reported results.

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ISSN: 1748-7188

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