. Author manuscript; available in PMC: 2024 Apr 9.

Published in final edited form as: J Chem Inf Model. 2023 Sep 22;64(7):2405–2420. doi: 10.1021/acs.jcim.3c01023

Table 6.

Comparison of PLPCA and RLSDSPCA on Datasets Obtained from Gene Expression Omnibus

data set	method	mean ACC	mean macro-REC	mean macro-PRE	mean macro-F1	macro-AUC
GSE44076	PLPCA	0.8507	0.8555	0.8762	0.8459	0.8210
	RLSDSPCA¹³	0.6121	0.6236	0.5712	0.5198	0.5383
GSE14020	PLPCA	0.8228	0.7240	0.6679	0.6709	0.6811
	RLSDSPCA¹³	0.8152	0.7219	0.6692	0.6681	0.6790
GSE39582	PLPCA	0.9960	0.9749	0.9520	0.9603	0.9700
	RLSDSPCA¹³	0.9959	0.9748	0.9473	0.9573	0.9650
GSE18842	PLPCA	0.8688	0.8648	0.8864	0.8559	0.8500
	RLSDSPCA¹³	0.8166	0.8041	0.8542	0.7837	0.8401
GSE35988	PLPCA	0.7159	0.7640	0.7229	0.6710	0.7111
	RLSDSPCA¹³	0.7054	0.7589	0.7108	0.6616	0.7105
GSE29272	PLPCA	0.7925	0.7901	0.8289	0.7814	0.7923
	RLSDSPCA¹³	0.6738	0.6676	0.7445	0.6038	0.7601
GSE21034	PLPCA	0.8214	0.7356	0.7044	0.6989	0.7283
	RLSDSPCA¹³	0.8190	0.7335	0.7026	0.6968	0.7236
GSE28735	PLPCA	0.6476	0.6558	0.6599	0.6416	0.6449
	RLSDSPCA¹³	0.5990	0.6105	0.6169	0.5871	0.6328