Localized instance fusion of MRI data of Alzheimer’s disease for classification based on instance transfer ensemble learning

Table 7 The false positive and false detection rate information

Number of samples in TD	Kernel type	SD_GraTrans_Opt_SamSel+TD_train		SD_GraTrans_FG+TD_train		TD_train
Number of samples in TD	Kernel type	FP (%)	FDR (%)	FP (%)	FDR (%)	FP (%)	FDR (%)
60	Linear	10	13.04	16.67	26.32	20	22.22
60	RBF	6.67	11.76	13.33	20	23.33	24.14
40	Linear	15	20	45	47.37	20	23.53
40	RBF	15	15.79	20	20	15	15
20	Linear	10	11.11	10	11.11	10	11.11
20	RBF	30	27.27	40	33.3	20	22.22

ISSN: 1475-925X