Table 6 Confusion matrix based on DT (TG level is based on mg/dl)
From: Association between serum hypertriglyceridemia and hematological indices: data mining approaches
Males | |||||
Training (n = 2956) | Testing (n = 926) | ||||
Actual | Predicted Count | Actual | Predicted Count | ||
TG < 150 | TG ≥ 150 | TG < 150 | TG ≥ 150 | ||
TG < 150 | 1689 | 183 | TG < 150 | 534 | 53 |
TG ≥ 150 | 817 | 267 | TG ≥ 150 | 261 | 78 |
Sensitivity = 90% | Precision = 67% | Sensitivity = 91% | Precision = 67% | ||
Accuracy = 66% | Accuracy = 65% | ||||
Females | |||||
Training (n = 4354) | Testing (n = 1462) | ||||
Actual | Predicted Count | Predicted Count | Actual | ||
TG < 150 | TG ≥ 150 | TG < 150 | TG ≥ 150 | ||
TG < 150 | 2849 | 131 | TG < 150 | 938 | 55 |
TG ≥ 150 | 1165 | 209 | TG ≥ 150 | 405 | 64 |
Sensitivity = 95% | Precision = 71% | Sensitivity = 94% | Precision = 70% | ||
Accuracy = 70% | Accuracy = 67% | ||||