Table 2 Accuracy results of different classifiers at different values of k-fold validation (%)
From: A comprehensive review of machine learning techniques on diabetes detection
k-fold | Support vector classifier | DT | RF | LR | Multi-layer perceptron |
|---|---|---|---|---|---|
k = 2 | 77.6 | 69 | 69.9 | 77.8 | 77.5 |
k = 4 | 77.6 | 69.9 | 70 | 77.6 | 78.7 |
k = 5 | 77.5 | 71.5 | 72.9 | 77.6 | 78.2 |
k = 10 | 77.5 | 69.5 | 70 | 77.6 | 77.6 |