Research Article

Paddy Crop and Weed Discrimination: A Multiple Classifier System Approach

Table 3

Yule’s statistic for different classifier pairs.

Serial no.Classifier pairYule’s statistic

1SVM and RF0.00074
2RF and gradient boosting (GB)0.06
3RF and K-nearest neighbor (KNN)0.0792
4RF and logistic regression (LR)0.129
5RF and naïve Bayes (NB)0.1
6SVM and GB0.03
7SVM and KNN0.055
8SVM and LR0.08
9SVM and NB0.015
10GB and KNN0.11
11GB and LR0.141
12GB and NB0.069
13KNN and LR0.079
14KNN and NB−0.014
15LR and NB0.057