Package: mltools 0.3.6

Ben Gorman

mltools: Machine Learning Tools

A collection of machine learning helper functions, particularly assisting in the Exploratory Data Analysis phase. Makes heavy use of the 'data.table' package for optimal speed and memory efficiency. Highlights include a versatile bin_data() function, sparsify() for converting a data.table to sparse matrix format with one-hot encoding, fast evaluation metrics, and empirical_cdf() for calculating empirical Multivariate Cumulative Distribution Functions.

Authors:Ben Gorman

mltools_0.3.6.tar.gz
mltools_0.3.6.zip(r-4.5)mltools_0.3.6.zip(r-4.4)mltools_0.3.6.zip(r-4.3)
mltools_0.3.6.tgz(r-4.4-any)mltools_0.3.6.tgz(r-4.3-any)
mltools_0.3.6.tar.gz(r-4.5-noble)mltools_0.3.6.tar.gz(r-4.4-noble)
mltools_0.3.6.tgz(r-4.4-emscripten)mltools_0.3.6.tgz(r-4.3-emscripten)
mltools.pdf |mltools.html✨
mltools/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/ben519/mltools/issues

On CRAN:

exploratory-data-analysismachine-learning

22 exports 72 stars 4.51 score 3 dependencies 12 dependents 5 mentions 884 scripts 1.8k downloads

Last updated 3 years agofrom:22d9c397aa. Checks:OK: 3 NOTE: 4. Indexed: yes.

Exports:auc_rocbin_datadate_factorempirical_cdfexplore_datasetexponential_weightfoldsgeometric_weightgini_impuritiesgini_impuritymccmsemsleone_hotrelative_positionreplace_narmsermsleroc_scoresset_factorskewnesssparsify

Dependencies:data.tablelatticeMatrix