`modelDown` generates a website with HTML summaries for predictive models. This package uses DALEX explainers to describe local and global model behavior. We can see how exactly scores for predictions were calculated (Prediction BreakDown), how much each variable contributes to predictions (Variable Response), which variables are the most important for a given model (Variable Importance) and how well out models behave (Model Performance).
Package details |
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Maintainer | |
License | GPL-3 |
Version | 0.1.1 |
URL | https://github.com/MI2DataLab/modelDown |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.