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Concept
Decision Trees
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Summary
Decision trees
are a versatile
machine learning model
used for both classification and
regression tasks
, where data is split into branches to form a
tree-like structure
based on
feature values
. They are highly interpretable and can handle both numerical and
categorical data
, but they may require pruning to avoid overfitting and ensure generalization to
new data
.
Relevant Degrees
Artificial Intelligence Systems 70%
Computational Mathematics 30%
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