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. 2024 Mar 15;14:6269. doi: 10.1038/s41598-024-56954-x

Table 4.

Measurement Range to fertile the coffee plantation soil from dry land.

Performance Precision Recall F1 score Specificity Accuracy
Random forest 79.67 78.33 79.77 81.46 81.22
Support vector machine 79.69 80.23 81.56 82.56 81.66
K-means clustering 82.15 82.63 82.99 84.23 82.12
GAN 86.98 87.23 88.12 88.89 88.12
Feedforward neural network 86.97 89.23 89.91 90.12 89.73

Proposed model

RNN

92.14 92.45 93.22 94.78 94.25