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 |



mlr-org/mlr documentation built on Jan. 12, 2023, 5:16 a.m.