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Mushroom Classifier

This project contains a dataset with mushroom data and an interactive Shiny app to classify and predict mushroom poisoness according to its appearance.

image

Data Source

The dataset is licensed CC0 and available on Kaggle:

https://www.kaggle.com/datasets/uciml/mushroom-classification

Requirements

  • Required R packages:
    • shiny
    • ggplot2
    • dplyr
    • shinyWidgets
    • caret
    • rpart
    • rpart.plot

Running the App

Rscript mushroom.r

The app will start on port 8100 by default and open in your web browser.

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