A Perspective View of Cotton Leaf Image Classification Using Machine Learning Algorithms Using WEKA

Table 4

Classification accuracy based on texture feature extraction.

Parameters	Random Forest	Bayes	Multilayer perceptron	AdaBoost	SVM	KNN
Accuracy	0.7039	0.6694	0.8925	0.7273	0.6943	0.876
Precision	0.675	0.586	0.781	0.621	0.779	0.724
Recall	0.703	0.644	0.788	0.661	0.778	0.726
F-measure	0.668	0.598	0.781	0.617	0.778	0.726
MCC	0.221	0.035	0.486	0.087	0.554	0.353