Scoring Functions2 years ago
Load packages | Load required datasets | Heatmap of simulated feature set | Search for a subset of genomic features that are likely associated with a functional response of interest using each of the scoring methods | 1. Kolmogorov-Smirnov Scoring Method | 2. Wilcoxon Rank-Sum Scoring Method | 3. Conditional Mutual Information Scoring Method from REVEALER | 4. K-Nearest Neighbor Mutual Information Estimator from knnmi package | 5. Correlation Scoring Method | 6. Custom - An User Defined Scoring Method | SessionInfo