Man pages for annajenul/UBayFS
A User-Guided Bayesian Framework for Ensemble Feature Selection (UBayFS)
| admissibility | Admissibility for constraint group |
| bcw | Breast Cancer Wisconsin dataset |
| buildConstraints | Build a constraint system |
| buildDecorrConstraints | Build decorrelation constraints |
| build_train_set | Perform stratified data partition. |
| build.UBayconstraint | Build a customized constraint for UBayFS |
| build.UBaymodel | Build an ensemble for UBayFS |
| evaluateFS | Evaluate a feature set |
| is.UBayconstraint | Checks whether a list object implements proper UBayFS user... |
| is.UBaymodel | Check whether an object is a UBaymodel |
| posteriorExpectation | Posterior expectation of features |
| print.UBayconstraint | Prints the 'UBayconstraint' object |
| print.UBaymodel | Print a UBayFS model |
| runInteractive | Run an interactive Shiny app for demonstration |
| sampleInitial | Initial feature set sampling using probabilistic Greedy... |
| setConstraints | Set constraints in UBaymodel object |
| setOptim | Set optimization parameters in a UBaymodel object |
| setWeights | Set weights in UBaymodel object |
| train | UBayFS feature selection |
