Please enable JavaScript.

Coggle requires JavaScript to display documents.

Applied Machine Learning (Validation (Cost Functions (Classification…

- - - - Cubic Splines
    - - Lasso
      - Ridge Regression
  - - - Normal
    - - Regression Tree
        
        Recursive Tree Splitting
        
        Minimizes MSE
      - Classification Tree
        
        Classification Error
        
        Genie Index
        
        Cross Entropy
- - - - Complete
      - Average
      - Dendrogram Building
        
        Agglomerative
        
        Top Down
    - - Silhouette
        
        Average Width
        
        Is the width evenly distributed?
    - - Euclidian
      - Manhattan
      - Pearson
- - - - Preprocessing
      - Modelling
      - Evaluation
      - Definition
        
        A Program could automatically detect trends and patterns
- - - - MSE
    - - Brier Score
      - Predicted Probability
      - ROC Curve
    - - Gower Score
      - Categorical
        
        Hammings Score