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machine_learning/decision_tree.py

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This module implements a basic regression decision tree using Python and NumPy.
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📄 Overview:
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Decision Trees are a type of supervised learning algorithm used for both
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classification and regression tasks. In this implementation, the tree
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is specifically designed for regression: mapping continuous input features
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Decision Trees are a type of supervised learning algorithm used for both
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classification and regression tasks. In this implementation, the tree
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is specifically designed for regression: mapping continuous input features
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to continuous outputs.
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📌 Features:
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📦 Dependencies:
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- numpy
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Note: This implementation is meant for demonstration and learning purposes
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Note: This implementation is meant for demonstration and learning purposes
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and may not be optimized for large-scale production datasets.
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"""
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