estimation-obesity-levels-python

Predicting a Person's Obesity Level Using Decision Tree, Naive Bayes, and KNN Algorithms

Datasets 💾

• https://archive.ics.uci.edu/ml/datasets/Estimation+of+obesity+levels+based+on+eating+habits+and+physical+condition+

Algorithms 🤖

• Decision Tree
• K-Nearest Neighbors (KNN)
• Naive Bayes

Package 📦︎

• numpy
• pandas
• matplotlib.pyplot
• seaborn
• sklearn.metrics

Modeling 🎲

• Decision Tree (Pre-pruning / Hyperparameters)

• Decision Tree (Post-pruning)

• KNN (Without Hyperparameter)

• KNN (With Hyperparameter)

• Naive Bayes (Without Hyperparameter)

• Naive Bayes (With Hyperparameter)

Conclusion 💻︎