Iris Classification Decision Tree

DataSet From Kaggle - Iris Species

Overview

• Language: Python v3.9.15
• Package: Scikit-Learn
• Model: Decision Tree
• Loss Function: Cross Entropy
• Max Depth: 5, Min Samples Leaf: 3

Run

Run code

python iris-classification-decision-tree.py

Run streamlit

streamlit run iris-classification-decision-tree-app.py

server running at http://localhost:8501

Data

Data Distribution

Correlation Matrix

Confusion Matrix - Accuracy Rate 96.67%

Tree Plot