Table 2.

Performance of the classification models based on multiple-modality features.

Types of Data	No. of Feature Variables	Mean Accuracy (%) of Cross-Validation			Accuracy (%) of Prediction
		LSVM	LDA	RF	LSVM	LDA	RF
MS + Texture	30	84.25	88.06	75.75	86.36	83.64	80.00
CIELAB + Texture	27	74.83	74.13	71.92	78.18	84.55	61.62
MS +Texture + CIELAB	33	85.37	89.42	80.69	90.00	90.91	80.00