Table 11.
Model performance before and after application of personalization.
Before Personalization | After Personalization | |||||
---|---|---|---|---|---|---|
IoT | ADL | IoT + ADL | IoT | ADL | IoT + ADL | |
Precision | 80.65% | 63.99% | 79.47% | 85.29% | 79.62% | 88.47% |
Recall | 71.43% | 59.08% | 81.87% | 82.62% | 76.92% | 90.03% |
F1-score | 75.76% | 61.44% | 80.65% | 83.94% | 78.25% | 89.24% |
Accuracy | 80.98% | 65.52% | 84.54% | 86.80% | 83.47% | 91.20% |