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Statistical Learning - Coggle Diagram

- - - - Nominal data is a group of non-parametric variables,
        
        Religious Belief (Islam / Hindu / Chris
        
        Examples: country, gender, race, hair color etc.
    - - ordinal data is placed into some kind of order by their position.
        
        (Lower / Middle / Upper) class
        
        sorted : making comparisons between the categories.
        
        they are not numerical : can't o mathematical equations.
- - - - Algorithms:
        
        K-NN
        
        Naive Bayes.
        
        SVM.
        
        Decision Trees.
        
        Logistic Regression.
    - - Algorithms:
        
        Linear Regressio.
        
        Polynomial Regression.
        -Ridge / Lasso Regression.
        
        Ordinary Least Squares.