Decision Trees
- Authors: Deepti Chopra1, Roopal Khurana2
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View Affiliations Hide Affiliations1 Jagan Institute of Management Studies, Sector 5, Rohini, Delhi 110085, India 2 Railtel Corporation of India Ltd, IT Park, Shastri Park, Delhi-110053, India
- Source: Introduction to Machine Learning with Python , pp 74-82
- Publication Date: March 2023
- Language: English
Neural networks are a way to mimic the working of a human brain. Decision trees refer to the decision support structure that uses a tree to make decisions and draw all possible consequences. Decision trees are a way to display conditional control statements. In the following chapter, we will discuss decision trees, regression trees, stopping criterion and pruning loss functions in a decision tree, categorical attributes, multiway splits and missing values in decision trees, and instability in decision trees. nbsp;
Hardbound ISBN:
9789815124439
Ebook ISBN:
9789815124422
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