updates news and pkgdown

Author: mstaniak

DESCRIPTION

@@ -1,6 +1,6 @@
 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")),

NEWS.md

@@ -1,3 +1,8 @@
+# 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.

README.md

@@ -1,10 +1,9 @@
-# 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.