R random-forest

Open-source R projects categorized as random-forest | Edit details

R random-forest Projects

  • GitHub repo Empirical_Study_of_Ensemble_Learning_Methods

    Training ensemble machine learning classifiers, with flexible templates for repeated cross-validation and parameter tuning

    Project mention: [P] Which Machine Learning Classifiers are best for small datasets? An empirical study | reddit.com/r/MachineLearning | 2021-01-04

    I've actually made the same kind of graph before. In this image: each point is the average of 5 out-of-fold predictions for one trial of k-fold cross-validation. I repeated the procedure 40 times to visualize the out-of-fold accuracy on the Wisconsin diagnostic breast cancer data set (560 observations on 30 numeric variables). I evaluated 14 models for classification:

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2021-01-04.

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