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Classical ML

concept · part of Machine Learning & Data

Traditional machine learning methods like decision trees and linear models, effective for tabular data.

Inside Classical ML (2)

• Scikit-learn — A classical machine learning library for small-to-medium tabular data, known for ease of use and Python integration.
• Logistic Regression — A classical ML model chosen for interpretability in finance to explain loan decisions, despite potentially lower accuracy than black-box models.

Connections

• Uses Scikit-learn
• Related to Scikit-learn

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