README.md

Scratch-Implementation-of-Machine-Learning-Algorithms-using-Python

1. Linear Regression
2. Logistic Regression
3. Support Vector Machine
4. Random Forest
5. Neural Network
6. Naive Bayes

Feature Extraction

1. Scratch Implementation of TF-IDF

Scratch Implementation of Performance Metrics

1. Accuracy Score
2. TPR, FPR
3. Precision, Recall
4. F1-Score
5. AUR-ROC Score
6. AUC-ROC Curve
7. Root Mean Squared Error
8. Mean Squared Error.
9. Relative Percentage Error