Machine Learning: Random Forest with Python from Scratch - Question and Partition

Machine Learning: Random Forest with Python from Scratch - Question and Partition

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial covers the implementation of helper functions and classes for decision trees, focusing on creating a Question class with a constructor and match function. It explains how to partition data into true and false categories using a partition function. The tutorial also discusses the recursive nature of decision trees and hints at the importance of recursion in this context. The video sets the stage for future lectures where these concepts will be applied to core theoretical ideas.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

Discuss the iterative process of asking questions and partitioning data in the tree structure.

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the teacher relate the concept of the 'riccarian' to the structure of the tree?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the expected outcomes after implementing the helper functions and classes?

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