Kernel principal components based cascade forest towards disease identification with human microbiota

Table 2 The performance comparison of different models in disease identification

Disease	cdi_schubert			crc_baxter			ibd_papa			ob_goodrich
Disease	Acc	Var	F1	Acc	Var	F1	Acc	Var	F1	Acc	Var	F1
DT	0.66	0.043	0.68	0.40	0.035	0.41	0.48	0.091	0.48	0.39	0.021	0.39
RF	0.63	0.038	0.65	0.41	0.033	0.41	0.52	0.089	0.52	0.47	0.029	0.48
CNN	0.56	0.068	0.54	0.38	0.048	0.37	0.47	0.090	0.43	0.43	0.045	0.41
CF	0.67	0.053	0.69	0.40	0.042	0.4	0.53	0.082	0.54	0.46	0.026	0.44
DF	0.61	0.037	0.64	0.39	0.042	0.37	0.53	0.074	0.57	0.46	0.022	0.46
KPCCF	0.69	0.057	0.71	0.43	0.040	0.48	0.57	0.072	0.57	0.47	0.012	0.48

ISSN: 1472-6947