Man pages for EnMCB
Predicting Disease Progression Based on Methylation Correlated Blocks using Ensemble Models
| create_demo | create demo matrix |
| demo_data | Expression matrix of demo dataset. |
| demo_MCBinformation | MCB information. |
| demo_survival_data | Survival data of demo dataset. |
| draw_survival_curve | draw survival curve |
| ensemble_model | Trainging stacking ensemble model for Methylation Correlation... |
| ensemble_prediction | fitting function using stacking ensemble model for... |
| fast_roc_calculation | Fast calculation of AUC for ROC using parallel strategy |
| IdentifyMCB | Identification of methylation correlated blocks |
| metricMCB | Calculation of the metric matrix for Methylation Correlation... |
| metricMCB.cv | Calculation of model AUC for Methylation Correlation Blocks... |
| pre_process_methylation | Preprocess the Beta value matrix |
| univ_coxph | Batch test for variables using coxph |
