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Mind map

Semi-Supervised Learning

Lê Bính English

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Semi-Supervised Learning

Choosing Good Unlabeled data
- Sampling Function
  - IRS
    - Increase the size of S
    - X
  - SRS
    - SB criterion
      - pi, qi
    - Modified criterion
      - pi, qi and Pe
  - Hybrid = IRS +SRS
    - X
- Multi-view technique
  - Feature Selection
    - Individual Feature Selection
  - View decomposition
    - Genetic
    - Cuckoo
    - Entropy
      - X
    - Information Theory
Classifier
- SVM
  - TSVM
  - S3VM
  - S3VM-us
  - LapSVM
- Boosting
  - H <- H + a*h
    - Adaboost
    - Semiboost
    - Marginboost
    - SSMB
    - SSMB2
- 3DS and 4DS
  - X
Clustering --> Sampling
- X

Information

Description: Mind Map on Semi-Supervised Learning, created by Lê Bính on 25/02/2015.
Created by: Lê Bính · Feb 2015
Updated: Feb 19, 2016
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