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ModelOriented · Feb 20, 2020 · 847ee75 · 847ee75
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              comment = c(ORCID = "0000-0001-6661-5364")),
       person("Przemyslaw", "Biecek", role = c("aut"), 
              comment = c(ORCID = "0000-0001-8423-1823")))
-Description: Automate the explanation of machine learning predictive models.
+Description: Automate the explanatory analysis of machine learning predictive models.
     This package generates advanced interactive and animated model explanations
     in the form of a serverless HTML site with only one line of code. 
     The main function computes various (instance and dataset level) model explanations

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 ## Overview
 
-The `modelStudio` package **automates the explanation of machine learning predictive models**. Generate advanced interactive and animated model explanations in the form of a **serverless HTML site** with only one line of code.
+The `modelStudio` package **automates the Explanatory Analysis of Machine Learning predictive models**. Generate advanced interactive and animated model explanations in the form of a **serverless HTML site** with only one line of code.
 
 The main `modelStudio()` function computes various (instance and dataset level) model explanations and produces an **interactive, customisable dashboard made with D3.js**. It consists of multiple panels for plots with their short descriptions. Easily **save and share** the dashboard with others. Tools for model exploration unite with tools for EDA (Exploratory Data Analysis) to give a broad overview of the model behavior.
 

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