3 citations · 3 across the 1 of their papers we have counts for
3 papers
stat.CO2020★ 3 cited
VARCLUST: clustering variables using dimensionality reduction
Piotr Sobczyk, Stanislaw Wilczynski, Malgorzata Bogdan +5
VARCLUST algorithm is proposed for clustering variables under the assumption that variables in a given cluster are linear combinations of a small number of hidden latent variables,…
stat.CO2019
The Landscape of R Packages for Automated Exploratory Data Analysis
Mateusz Staniak, Przemyslaw Biecek
The increasing availability of large but noisy data sets with a large number of heterogeneous variables leads to the increasing interest in the automation of common tasks for data…
stat.ML2018
Explanations of model predictions with live and breakDown packages
Mateusz Staniak, Przemyslaw Biecek
Complex models are commonly used in predictive modeling. In this paper we present R packages that can be used to explain predictions from complex black box models and attribute par…