https://github.com/yuhexiong/red-wine-quality-random-forest-python

machine-learning python random-forest random-forest-classifier scikit-learn

Last synced: about 2 months ago
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Host: GitHub
URL: https://github.com/yuhexiong/red-wine-quality-random-forest-python
Owner: yuhexiong
Created: 2023-12-09T11:45:24.000Z (over 2 years ago)
Default Branch: main
Last Pushed: 2023-12-14T13:29:43.000Z (over 2 years ago)
Last Synced: 2025-01-30T01:14:45.327Z (over 1 year ago)
Topics: machine-learning, python, random-forest, random-forest-classifier, scikit-learn
Language: Python
Homepage:
Size: 180 KB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

README

# Red Wine Quality Random Forest

### DataSet From [Kaggle - Red Wine Quality](https://www.kaggle.com/datasets/uciml/red-wine-quality-cortez-et-al-2009)

## Overview

- Language: Python v3.9.15
- Package: Scikit-Learn
- Model: Random Forest

## Data Distribution

![image](https://github.com/yuhexiong/red-wine-quality-random-forest-python/blob/main/image/data_distribution.png)

## Correlation Matrix

![image](https://github.com/yuhexiong/red-wine-quality-random-forest-python/blob/main/image/correlation_matrix.png)

## Confusion Matrix - Accuracy Rate 94.0625%

![image](https://github.com/yuhexiong/red-wine-quality-random-forest-python/blob/main/image/confusion_matrix.png)