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Decision Tree Classifier: Pruning Explained with Health Dataset _Arabic_
Автор: atman medini
Загружено: 2025-07-25
Просмотров: 24
Описание:
Dr. Medini Atmane
University of Eloued
In this video, I use a real health dataset to build a decision tree classifier that predicts cancer treatment outcomes. The data includes age, gender, cancer type, stage, treatment type, smoking status, and more. I walk you through data preparation, model training, and result interpretation. I also apply *pruning* to reduce overfitting and improve model performance. Perfect for beginners in healthcare machine learning.
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