Intelligent Image Diagnosis of Pneumoconiosis Based on Wavelet Transform-Derived Texture Features

Table 2

Classification results based on different SVM classifier models (%).

Kernel function	Accuracy (%)		Sensitivity (%)		Specificity (%)
	Full set	Subset	Full set	Subset	Full set	Subset
Gaussian	78.3	82.5	68.3	73.3	88.3	91.6
Linear	75.8	84.2	61.6	75.0	90.0	93.3
Polynomial	75.8	80.8	60.0	71.6	91.6	90.0