Table 2. Performance of the proposed V-CNN model and SVM classifier in classifying colonies on the basis of morphological, textural, and combined features.

Features	Accuracy (%)	Precision (%)	Recall (%)	F-measure (%)
V-CNN model
Morphology	95.5	93.3	93.1	93.1
Textures	91.0	87.7	87.0	87.3
Combined	93.3	89.9	89.7	89.8
SVM classifier
Morphology	86.7	87.5	87.3	86.0
Textures	83.3	85.3	83.4	83.5
Combined	83.4	84.5	82.0	82.5