Machine Learning Models Showcase

A collection of classic Machine Learning algorithms implemented in Python, including:

File	Algorithm
DecisionTree.py	Decision Tree Classifier
RandomForest.py	Random Forest Classifier
SVM.py	Support Vector Machine
KKN.py	K-Nearest Neighbors (KNN)

How to Run

1. Make sure Python (3.x) is installed.
2. Install dependencies (e.g., scikit-learn, pandas)—if any using:

pip install scikit-learn pandas

3. Run a script from terminal:

python DecisionTree.py

(Similarly for other models.)

Output

Results will be printed to the console or saved to output files (e.g., output_with_phases_all_sheets.xlsx).

Author

Muhammad Aqil