Table 1 The MAE after bias correction for ML models trained on 3 different subsets of features
From: Cognitive aging clock based on Explainable artificial intelligence
III | I | V | ||||
|---|---|---|---|---|---|---|
Models | train | test | train | test | train | test |
LightGBM | 7.5 | 9.1 | 8.8 | 8.9 | 6.9 | 7.6 |
Gradient boosting | 7.7 | 9.1 | 8.4 | 8.6 | 7.0 | 7.8 |
AdaBoost | 9.0 | 9.5 | 10.4 | 10.5 | 8.7 | 8.6 |
