Covers: theory of Rule based feature selection
Estimated time needed to finish: 60 minutes
Questions this item addresses:
  • What is the benefit of using Evidential Reasoning Rule Based Feature Selection?
  • How Evidential Reasoning Rule Based Feature Selection deals with imbalanced classes?
How to use this item?

The first 45 minutes of this video covers the technical background of the evidential rule based feature selection approaches and the last 10 minute covers the questions asked to the author. Watching full video will be useful.

Author(s) / creator(s) / reference(s)
Dr. Fatima Almaghrabi
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Evidential Reasoning Rule Based Feature Selection

Contributors
Total time needed: ~3 hours
Objectives
The objective of this recipe to introduce you with the Evidential Reasoning Rule Based Feature Selection.
Potential Use Cases
Evidential Reasoning Rule Based Feature Selection
Who is This For ?
INTERMEDIATEMachine learning practitioners
Click on each of the following annotated items to see details.
VIDEO 1. Why Evidential Reasoning Rule Based Feature Selection is important?
  • What is the benefit of using Evidential Reasoning Rule Based Feature Selection?
  • How Evidential Reasoning Rule Based Feature Selection deals with imbalanced classes?
60 minutes
ARTICLE 2. Understanding the feature selection techniques
  • What are the different techniques of feature selection?
30 minutes
ARTICLE 3. Homogeneous and heterogeneous feature selection approaches
  • What is the homogeneous feature selection?
  • What is the heterogeneous feature selection?
  • Can we ensemble homogeneous and heterogeneous feature selection approaches?
30 minutes
ARTICLE 4. How evidential reasoning rule based feature selection can improve the prediction?
  • How evidential reasoning rule based can improve the feature selection?
30 minutes

Concepts Covered

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