Table 4 Overall comparisons.
From: Optimized machine learning mechanism for big data healthcare system to predict disease risk factor
| Â | Accuracy | Precision | Recall | F score | Error rate | AUC | P value | Confidence interval |
|---|---|---|---|---|---|---|---|---|
MLVC | 80.1 | 80.4 | 80.1 | 80.1 | 0.199 | 88.4 | 0.058 | 81 |
MLSC | 90.9 | 96.7 | 87.6 | 92.15 | 0.091 | 96.1 | 0.023 | 89 |
LGBC | 77.84 | 74.61 | 73.26 | 73.93 | 0.2216 | 72.27 | 0.131 | 76 |
EGBRF | 75.63 | 73.13 | 68.25 | 70.61 | 0.2437 | 74.71 | 0.115 | 74 |
CNNSA | 83.56 | 85.2 | 82.9 | 84.05 | 0.1644 | 90.3 | 0.011 | 82 |
LSVM | 86.43 | 87.5 | 85.9 | 86.7 | 0.1357 | 92.1 | 0.026 | 85 |
DRFBPS | 98.6 | 97.4 | 97.9 | 97.7 | 0.014 | 98.2 | 0.001 | 97 |
