Feature Selection and Classification for High-Dimensional Incomplete Multimodal Data

Table 3

Comparison of classification accuracy of incomplete and complete multimodal data.

The type of data	Modalities	The size of data	ACC (%)
Individual modality	MRI	39	83.50
	PET	39	77.50
	CSF	39	78.70
Two modalities	MRI+PET	32	83.30
	MRI+CSF	32	82.00
	PET+CSF	32	81.00
Complete data	MRI+CSF+PET	32	81.40
Incomplete data	MRI, CSF+PET, MRI+CSF+PET	103	89.30
	CSF, MRI+PET, MRI+CSF+PET	103	91.10
	PET, MRI+CSF, MRI+CSF+PET	103	87.80