Man pages for NourMarzouka/multiclassPairs
Build MultiClass Pair-Based Classifiers using TSPs or RF
| do_dunn_test | internal function |
| filter_genes_TSP | Filter genes/features for multiclass one-vs-rest classifier... |
| group_TSP | Internal function: for grouping labels for one-vs-rest usage |
| optimize_RF | Optimize parameters to be used in training the final RF model |
| plot_binary_RF | Plot binary rule-based heatmaps |
| plot_binary_TSP | Plot binary rule-based heatmaps |
| predict_one_vs_rest_TSP | Predict sample class based on one-vs-rest multiclass top... |
| predict_RF | Predict sample class based on gene pair-based random forest... |
| print-methods | Methods for Function 'print' in Package 'multiclassPairs' |
| proximity_matrix_RF | Plot binary rule-based heatmaps |
| ReadData | Function for preparing data object |
| sort_genes_RF | Sort genes/features for pair-based random forest classifier... |
| sort_rules_RF | Create and sort feature/gene pairs for pair-based random... |
| summary_genes_RF | Summarize sorted genes to rules |
| train_one_vs_rest_TSP | Build multiclass rule-based classifier as one-vs-rest scheme |
| train_RF | Train pair-based random forest model |
