Gradient-Free Gradient Boosting
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Documentation for package ‘gfboost’ version 0.1.1
Help Pages
| CMB | CMB aggregation function |
| CMB.stabpath | CMB stability paths |
| CMB.Stabsel | Loss-adapted Stability Selection |
| CMB3S | Column Measure Boosting with SingBoost and Stability Selection (CMB-3S) |
| CV.CMB3S | Cross-validated version of CMB-3S |
| genDataFromExamples | Data generation |
| LocRank | Localized ranking familty |
| path.singboost | Coefficient paths for SingBoost |
| random.CVind | Cross validation index generator |
| Rank | Hard ranking family |
| RejStep | CMB validation step |
| singboost | SingBoost Boosting method |
| singboost.plot | Plot function for the SingBoost coefficient paths |
| WeakRank | Weak ranking family |
| WeakRankNorm | Weak ranking family (normalized) |