Skip to content

LucasDMonteiro/wine-tree-classifier

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
 
 
 
 

Repository files navigation

Classification of wine samples using Decision Trees

This Jupyter Notebook was developed as an assignment for a class I took in my Master's program.

This Jupyter Notebook trains a Decision Tree model on tabular data from the chemycal analysis of wine samples, in order to classify the sample's origin. Source dataset is available at https://archive.ics.uci.edu/dataset/109/isolet

The script uses Sci-kit Learn to split the dataset into training and evaluation sets, train it using DecisionTreeClassifier, and measure the model's accuracy.

About

A Decision Tree model to classify wine samples.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published