SK

Satoshi Kato

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How to generate PowerPoint slides Non-manually using R
Dimensionality reduction with t-SNE(Rtsne) and UMAP(uwot) using R packages.
Exploratory data analysis using xgboost package in R
How to use in R model-agnostic data explanation with DALEX & iml
Introduction of inspectDF package
Introduction of featuretweakR package
Genetic algorithm full scratch with R
Intoroduction & R implementation of "Interpretable predictions of tree-based ensembles via actionable feature tweaking
Multiple optimization and Non-dominated sorting with rPref package in R
Deep forest (preliminary ver.)
Introduction of "the alternate features search" using R
forestFloorパッケージを使ったrandomForestの感度分析
Oracle property and_hdm_pkg_rigorouslasso
Imputation of Missing Values using Random Forest
Interpreting Tree Ensembles with inTrees