Label propagation-based semi-supervised feature selection on decoding clinical phenotypes with RNA-seq data

BMC Medical Genomics

Table 5 The performance of LPFS for disease gene selection and sample label prediction

Experiment	Hamming loss	One-error	Coverage	AUC	AUPR
Q20 versus Q80	0.210 ± 0.027	0.676 ± 0.081	0.382 ± 0.404	0.513 ± 0.064	0.193 ± 0.024
Q20 versus Q92	0.220 ± 0.021	0.707 ± 0.063	0.397 ± 0.313	0.524 ± 0.060	0.211 ± 0.024
Q20 versus Q111	0.229 ± 0.024	0.733± 0.071	0.410 ± 0.353	0.556 ± 0.058	0.186 ± 0.020
Q20 versus Q140	0.226 ± 0.016	0.724 ± 0.048	0.406 ± 0.241	0.570 ± 0.066	0.210 ± 0.031
Q20 versus Q175	0.226 ± 0.015	0.726 ± 0.046	0.407 ± 0.232	0.605 ± 0.067	0.226 ± 0.015

ISSN: 1755-8794