Table 4 Confusion matrix based on RF (TG level is based on mg/dl)
From: Association between serum hypertriglyceridemia and hematological indices: data mining approaches
Males | |||||
Training (n = 2888) | Testing (n = 994) | ||||
Predicted Count | Actual | Predicted Count | Actual | ||
TG < 150 | TG ≥ 150 | TG < 150 | TG ≥ 150 | ||
TG < 150 | 1814 | 14 | TG < 150 | 542 | 240 |
TG ≥ 150 | 0 | 1060 | TG ≥ 150 | 103 | 109 |
Sensitivity = 99% | Precision = 100% | Sensitivity = 84% | Precision = 51% | ||
Accuracy = 99% | Accuracy = 65% | ||||
Females | |||||
Training (n = 4325) | Testing (n = 1491) | ||||
Predicted Count | Actual | Predicted Count | Actual | ||
TG < 150 | TG ≥ 150 | TG < 150 | TG ≥ 150 | ||
TG < 150 | 2946 | 14 | TG < 150 | 936 | 349 |
TG ≥ 150 | 1 | 1364 | TG ≥ 150 | 90 | 116 |
Sensitivity = 99% | Precision = 99% | Sensitivity = 91% | Precision = 56% | ||
Accuracy = 99% | Accuracy = 71% | ||||