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Computer

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Artificial Intelligence (AI) - Cognitive Computing - Machine Intelligence

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AI - Subfields

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Machine Learning (ML) - Pattern Recognition

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ML - Models

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Ensemble Methods/Techniques

Random Forest

Created on Oct 25, 2020 · Last Modified on Oct 26, 2020

Random Forest
  • is a fancier type of Bagging technique used with Decision Trees (DT)

Random Forest - Model Representation

  • TODO

Random Forest - Model Training/Learning

  • TODO

Missing Data

Random Forest considers 2 types of missing data:

  • missing data in the original dataset used to train/create the random forest
  • missing data in a new sample that you want to categorize

Resources

  • StatQuest - Random Forest - Intro
  • StatQuest - Random Forest - Missing Data & Clustering