About

This canvas is an automated data analysis system that takes any dataset (CSV, XLSX, etc.), cleans it, and runs multiple machine learning models (Logistic Regression, Random Forest, SVM, Decision Tree). It shows model accuracy scores instantly, helping data scientists test and prepare data quickly for real-world use. The workflow includes data upload, cleaning, model training, and comparison — all in one click.