From: Microrna profiling analysis of differences between the melanoma of young adults and older adults
Performance of the Compound Covariate Predictor Classifier: | ||||
---|---|---|---|---|
Class | Sensitivity | Specificity | PPV | NPV |
Mel 30 | 0.8 | 0.9 | 0.889 | 0.818 |
Mel 60 | 0.9 | 0.8 | 0.818 | 0.889 |
Performance of the Diagonal Linear Discriminant Analysis Classifier: | ||||
Class | Sensitivity | Specificity | PPV | NPV |
Mel 30 | 0.8 | 0.9 | 0.889 | 0.818 |
Mel 60 | 0.9 | 0.8 | 0.818 | 0.889 |
Performance of the 1-Nearest Neighbor Classifier: | ||||
Class | Sensitivity | Specificity | PPV | NPV |
Mel 30 | 0.8 | 0.8 | 0.8 | 0.8 |
Mel 60 | 0.8 | 0.8 | 0.8 | 0.8 |
Performance of the 3-Nearest Neighbor Classifier: | ||||
Class | Sensitivity | Specificity | PPV | NPV |
Mel 30 | 0.7 | 0.9 | 0.875 | 0.75 |
Mel 60 | 0.9 | 0.7 | 0.75 | 0.875 |
Performance of the Nearest Centroid Classifier: | ||||
Class | Sensitivity | Specificity | PPV | NPV |
Mel 30 | 0.8 | 0.9 | 0.889 | 0.818 |
Mel 60 | 0.9 | 0.8 | 0.818 | 0.889 |
Performance of the Support Vector Machine Classifier: | ||||
Class | Sensitivity | Specificity | PPV | NPV |
Mel 30 | 0 | 0 | 0 | 0 |
Mel 60 | 0 | 0 | 0 | 0 |
Performance of the Bayesian Compound Covariate Classifier: | ||||
Class | Sensitivity | Specificity | PPV | NPV |
Mel 30 | 0.7 | 0.5 | 0.583 | 0.625 |
Mel 60 | 0.5 | 0.7 | 0.625 | 0.583 |