BMC Bioinformatics

Table 3 The performance of different classifiers evaluated on HCG and LCG SFARI dataset using different semantic similarity measures

From: HEC-ASD: a hybrid ensemble-based classification model for predicting autism spectrum disorder disease genes

SM measure	Classifier	HCG+non-mental %	HCG+LCG+non-mental %
Resnik	NB	71.8	66.7
	RF	80	75.9
	SVM	48.6	59.6
	KNN	78.4	67.3
Relevance	NB	70.6	65
	RF	76.8	74.8
	SVM	52.4	61
	KNN	74.9	63
Wang	NB	71.5	62.7
	RF	74.5	74
	SVM	54	58.6
	KNN	70.3	60.6

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ISSN: 1471-2105

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