An overview of our mlr related publications:
| Journal | Title | Description | Citation |
|---|---|---|---|
| jlmr | mlr: Machine Learning in R | Software paper about mlr | bibtex |
| arxiv | mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions | Bayesian optimization with mlrMBO | bibtex |
| Journal of Statistical Computation and Simulation | Automatic model selection for high-dimensional survival analysis | Tuning with iterated F-Racing | bibtex |
| Springer | On Class Imbalance Correction for Classification Algorithms in Credit Scoring | Class imbalance correction algorithms | bibtex |
| R Journal | Multilabel Classification with R Package mlr | Benchmark on multilabel classification algorithms | bibtex |
| Springer | OpenML: An R Package to Connect to the Machine Learning Platform OpenML | Software paper about OpenML | bibtex |
| JOSS | iml: An R package for Interpretable Machine Learning | Software paper about iml | bibtex |