Table 5 Accuracy for all machine learning models.

From: Incorporating soil information with machine learning for crop recommendation to improve agricultural output

Model

Precision

F1

Recall

ETC

0.88

0.87

0.88

MLP

0.41

0.43

0.52

RF

0.96

0.96

0.96

DT

0.59

0.63

0.72

LR

0.88

0.88

0.89

XGB

0.96

0.96

0.96

Proposed RFXG

0.98

0.98

0.98

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