Research Article

A Fast Hybrid Classification Algorithm with Feature Reduction for Medical Images

Table 1

Image categories and distribution in datasets [24, 25].

CellCategoryNumber of images in [24]Number of images in [25]

NormalPreliminary squamous174190
Moderate squamous170250
Columnar190280

CancerousIn situ258240
Preliminary dysplastic280290
Intermediate dysplastic248100
Last stage dysplastic294150

Total16141500