mlr3 and mlr3summary
`mlr3summary` is a complement to `mlr3`, providing specialized model summarization functionality that extends the core machine learning capabilities of `mlr3`.
About mlr3
mlr-org/mlr3
mlr3: Machine Learning in R - next generation
This tool helps data scientists and analysts in R build and evaluate machine learning models for classification, regression, and survival analysis. You provide your dataset, and it helps you train models and understand how well they perform. This is for R users who need to conduct rigorous machine learning experiments.
About mlr3summary
mlr-org/mlr3summary
Model summaries for mlr3
This tool helps data scientists and machine learning practitioners quickly understand the performance and characteristics of their predictive models. You provide a trained machine learning model and its evaluation results, and it outputs a concise, informative summary including performance metrics, complexity, and feature importance. It's designed for anyone who needs to interpret and communicate their model's behavior.
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