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Covers: theory of Homogeneous or heterogeneous
Estimated time needed to finish: 30 minutes
Questions this item addresses:
  • What is the homogeneous feature selection?
  • What is the heterogeneous feature selection?
  • Can we ensemble homogeneous and heterogeneous feature selection approaches?
How to use this item?

Although complete article is good to read but page 2 - 5 discuss the methodology and are important.

Author(s) / creator(s) / reference(s)
B. Seijo-Pardo
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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
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Resources4/4
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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