Url-Classifier using Machine Learning

The ML tool classifies url based on the url's parameters. The tool provides 92% success rates with just 3 input parameters from the url. The input parameters are the url's: 1. Method 2. Domain 3. Path We can improve accuracy after gathering more parameters.

Usage

python3 logistic_regression_classifier.py

NOTE: Make sure the data.csv is in the same folder as the tool.