katokohaku's repositories
featureTweakR
an implementation to R-package of "Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking" (https://arxiv.org/abs/1706.06691)
AlternateLassoR
R version of Lasso feature selection from: S. Hara, T. Maehara, Finding Alternate Features in Lasso, arXiv:1611.05940, 2016.
breakdownXGBoost
Japanese introduction for xgboostExplainer package
tSNE_and_UMAP_using_R_packages
tSNE and UMAP using R packages
compareModels_with_MLR-IML
sample codes for Tokyo R presentation
feature_tweaking
an R implementation of "Interpretable Predictions of Tree-based Ensembles via Actionable Feature Tweaking" (https://arxiv.org/abs/1706.06691)
deepForest_test
test deepForest package @ Laurae2
deepLearning_from_scratch_wR
Rでがんばる「ゼロから作るDeep Learing」 -- なるべく元の本のコードに準拠しつつ、R実装する
EDAxgboost
Explanatory Data Analysis using XGBoost in R
export
R package for streamlined export of graphs and data tables.
forestfloor_test
test usage: sensitivity analysis using Random Forest with forestFloor package
miscellaneous_2019
small tips for R during 2019
PPV_calc
PPV calculator for diagnostic tests with given sensitivity and specificity under different prevalense ratio
rPref_usecase
usecase of rPref package: extended filter utilities for dplyr based on pareto frontier
TheDatasaurusDozen
Application minerva to The Datasaurus Dozen data set
xgboostExplainer
An R package that makes xgboost models fully interpretable