Table 8 Performance evaluation of 6 and 12-months data for the ensemble model
From: Early prediction of chronic kidney disease based on ensemble of deep learning models and optimizers
Model | Precision | Sensitivity | F1-score | Accuracy | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CKD | Non-CKD | Macro avg | Weighted avg | CKD | Non-CKD | Macro avg | Weighted avg | CKD | Non-CKD | Macro avg | Weighted avg | ||
Ensemble model 6-months data | 0.96 | 0.99 | 0.98 | 0.98 | 0.99 | 0.96 | 0.98 | 0.98 | 0.98 | 0.98 | 0.98 | 0.98 | 0.98 |
Ensemble model 12-months data | 0.96 | 0.99 | 0.98 | 0.99 | 0.96 | 0.98 | 0.97 | 0.98 | 0.97 | 0.97 | 0.97 | 0.97 | 0.97 |