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updates news and pkgdown
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mstaniak committed Dec 21, 2018
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2 changes: 1 addition & 1 deletion DESCRIPTION
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Package: localModel
Title: LIME-based Explanations With Interpretable Inputs Based on Ceteris Paribus Profiles
Version: 0.3.3
Version: 0.3.4
Authors@R: c(
person("Mateusz", "Staniak",
email = "m.staniak@mini.pw.edu.pl", role = c("aut", "cre")),
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5 changes: 5 additions & 0 deletions NEWS.md
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# localModel 0.3.4

* Fixed a bug related to interpretable numerical inputs (missing as.numeric)
* Added tests for 100% coverage.

# localModel 0.3.3

* Set.seed before fitting cv.glmnet.
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3 changes: 1 addition & 2 deletions README.md
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# localModel
# localModel: Local Explanations of Machine Learning Models for Tabular Data.

[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/localModel)](https://cran.r-project.org/package=localModel)
[![Travis-CI Build Status](https://travis-ci.org/ModelOriented/localModel.svg?branch=master)](https://travis-ci.org/ModelOriented/localModel)
[![Coverage Status](https://img.shields.io/codecov/c/github/ModelOriented/localModel/master.svg)](https://codecov.io/github/ModelOriented/localModel?branch=master)

Local explanations of Machine Learning models for tabular data.

`localModel` is a successor to [`live`](https://github.com/MI2DataLab/live) package. It implements a variant of LIME method for explaining single predictions of black box machine learning models for tabular data.
Interpretable features are created based on [Ceteris Paribus](https://github.com/ModelOriented/ceterisParibus2) plots.
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