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. 2023 Feb 23;13(5):858. doi: 10.3390/diagnostics13050858

Table 3.

Correlation matrix of the classifiers depicting the degree of correlation in terms of M.

Fold 1
Variables Bagging MLP RF SVM
Bagging 1 0.888 0.953 0.953
MLP 0.888 1 0.931 0.931
RF 0.953 0.931 1 1.000
SVM 0.953 0.931 1.000 1
Fold 2
Bagging 1 0.888 1.000 0.832
MLP 0.888 1 0.888 0.615
RF 1.000 0.888 1 0.832
SVM 0.832 0.615 0.832 1
Fold 3
Bagging 1 0.888 0.538 1.000
MLP 0.888 1 0.478 0.888
RF 0.538 0.478 1 0.538
SVM 1.000 0.888 0.538 1
Fold 4
Bagging 1 0.901 0.742 0.742
MLP 0.901 1 0.931 0.931
RF 0.742 0.931 1 1.000
SVM 0.742 0.931 1.000 1
Fold 5
Bagging 1 0.901 0.742 0.742
MLP 0.901 1 0.931 0.931
RF 0.742 0.931 1 1.000
SVM 0.742 0.931 1.000 1