Table 6 Results of classifier and classifier-based similarity measures on the breast cancer coimbra dataset
From: Building an enhanced case-based reasoning and rule-based systems for medical diagnosis
Approach | Accuracy | Precision | Recall | F1 score |
|---|---|---|---|---|
Logistic regression classifier | 71% | 72% | 72% | 71% |
Random forest classifier | 90% | 89% | 91% | 90% |
Gaussiannb classifier | 75% | 78% | 75% | 74% |
Logistic regression similarity | 71% | 71% | 71% | 71% |
Random forest similarity | 92% | 92% | 92% | 92% |
GaussianNB similarity | 75% | 78% | 75% | 74% |