BMC Bioinformatics

Table 3 Prior probability comparison

From: Hierarchical classification strategy for Phenotype extraction from epidermal growth factor receptor endocytosis screening

C-variance (branch & bound)
Equal prior	knnc		ldc		qdc		neurc		svc
	mean	std	mean	std	mean	std	mean	std	mean	std
1st step	0.0333	0	0.095	0.0224	0.0317	0.0075	0.0633	0.0149	0.0333	0
2nd step	0.0575	0.0335	0.0575	0.0335	0.15	0	0.055	0.0224	0.1025	0.0112
No prior	knnc		ldc		qdc		neurc		svc
	mean	std	mean	std	mean	std	mean	std	mean	std
1st step	0.0181	0.0014	0.0365	0.0057	0.0221	0.0037	0.01	0.0031	0.0142	0.001
2nd step	0.0292	0	0.0357	0.0088	0.043	0.0121	0.0348	0.0065	0.0402	0.0069
With prior	knnc		ldc		qdc		neurc		svc
	mean	std	mean	std	mean	std	mean	std	mean	std
1st step	0.0053	0.0011	0.0061	0.0038	0.0059	0.0028	0.0061	0.0029	0.0061	0.0038
2nd step	0.0214	0.0031	0.0321	0.0011	0.056	0.0019	0.0231	0.0048	0.0214	0.002

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ISSN: 1471-2105

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