Giuseppe Casalicchio

Giuseppe Casalicchio

4 packages on CRAN

1 packages on GitHub

RBPcurve

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The RBP curve is a visual tool to assess the performance of prediction models.

OpenML

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We provide an R interface to 'OpenML.org' which is an online machine learning platform where researchers can access open data, download and upload data sets, share their machine learning tasks and experiments and organize them online to work and collaborate with other researchers. The R interface allows to query for data sets with specific properties, and allows the downloading and uploading of data sets, tasks, flows and runs. See <https://www.openml.org/guide/api> for more information.

ordBTL

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This package extends the Bradley-Terry-Luce model for fitting pair comparison models with an ordinal response. It is also possible to incorporate an order effect, or, equivalently, an effect for the home advantage.

mlr

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Interface to a large number of classification and regression techniques, including machine-readable parameter descriptions. There is also an experimental extension for survival analysis, clustering and general, example-specific cost-sensitive learning. Generic resampling, including cross-validation, bootstrapping and subsampling. Hyperparameter tuning with modern optimization techniques, for single- and multi-objective problems. Filter and wrapper methods for feature selection. Extension of basic learners with additional operations common in machine learning, also allowing for easy nested resampling. Most operations can be parallelized.

mlr3

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Machine Learning in R. Next Generation.