Gene Selection and Classification of scRNA-seq Data Combining Information Gain Ratio and Genetic Algorithm with Dynamic Crossover

Table 6

The best evaluation metrics obtained by six algorithms.

Dataset	K means	spectral	SIMLR	IGRDCGA	PCA	tSNE
Allodiploid			1, 2, 3	1, 2, 3	1, 2, 3
Sasagawa				1, 2, 3
Ramskold				1, 2, 3
Biase				1, 2, 3
Ting			3	1, 2
Chung			3	1, 2
Yeo				1, 2, 3
Ning				1, 2, 3
Ginhoux				1, 2, 3
Su				1, 2, 3
Usoskin				1, 2, 3
Deng				1, 2, 3
Fan				1, 2, 3
Goolam				1, 2, 3
Kolodz				1, 2, 3
Nestorowa						1, 2, 3
Treutlein				1, 2, 3
Camp15			1	2, 3
Camp17			1	2, 3
Yan				1, 2, 3
Wang						1, 2, 3
Li1			2, 3	1
Li2			3	1, 2
Patel						1, 2, 3
Pollen			1, 2, 3
Manno_m						1, 2, 3
Manno_h		1, 3				2
Tasic				1, 2, 3
Zeisel						1, 2, 3
Grun			1	2, 3
Baron						1, 2, 3
Muraro			1	2, 3
Xin				1, 2, 3