Data Mining Algorithm List Tree

  • related material: 『Data Mining』-written by Ian H. Witten
  • Basic Data Mining Algorithm
    ├───Basic rule extraction: 1R
    ├───Statistical modeling: Simple Bayesian, Gaussian/Normal distribution (Numeric)
    ├───Divide-and-conquer method: decision trees
    ├───Association rule mining
    ├───Linear Model
    │               ├Mathmatical Prediction: Linear Regression
    │               ├Linear Category: Logistic Regression
    │               ├Perceptron linear classification
    │               └Linear classification by filtering
    ├──Instance-based functions
    ├──Clustering
    └──Multi-instance learning

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