Table 4 Scores for accuracy, precision, recall, F1-score, and fivefold cross validation.
From: Enhancing precision agriculture through cloud based transformative crop recommendation model
Algorithm | Accuracy | Precision | Recall | F1-score | 5-Fold CV Score |
|---|---|---|---|---|---|
Logistic regression | 91.17% | 91.44% | 91.17% | 90.99% | 84.50% |
K-nearest neighbors | 92.83% | 93.11% | 92.83% | 92.74% | 83.67% |
AdaBoost | 11.50% | 7.92% | 11.50% | 8.45% | 95.00% |
TCRM (proposed method) | 94.00% | 94.46% | 94.00% | 93.97% | 97.67% |
