Feature Engineering and Selection

A Practical Approach for Predictive Models

Autor*innen

• Max Kuhn
• Kjell Johnson

Parameter

• 314 Seiten
• 11 Lesestunden

• Informatik & Programmierung
• Künstliche Intelligenz
• Sachliteratur

Mehr zum Buch

Focusing on the often-overlooked stages of developing predictive models, this book emphasizes techniques for optimizing predictor representations and selecting the best subset of predictors. It aims to enhance model performance by addressing critical aspects beyond just the algorithms, providing a comprehensive guide for practitioners in the field.

• Sprache: Englisch
• Erscheinungsdatum: 2021
• Einband: Paperback