Table 11 Likely-lead sub-classification
From: Feature analysis for classification of trace fluorescent labeled protein crystallization images
Classifier | Normalization | Accuracy | Pacc | Sensitivity |
|---|---|---|---|---|
Naïve Bayes | No | 0.59 | 0.62 | 0.86 |
Naïve Bayes | Yes | 0.58 | 0.63 | 0.93 |
Decision Tree | No | 0.87 | 0.85 | 0.74 |
Decision Tree | Yes | 0.88 | 0.86 | 0.76 |
Random Forest | No | 0.92 | 0.91 | 0.80 |
Random Forest | Yes | 0.91 | 0.89 | 0.78 |