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Data Preprocessing, https://web.ntpu.edu.tw/~ccw/statmath/M_mcmc.pdf,…

- - - - mean/median
      - regression
      - multiple
      - hot deck
      - Last observation carried forward (LOCF)
    - - MICE
        (Gibbs sampling)
      - Datawig
      - K-Nearest Neighbors (KNN)
      - Multi Layers Perceptron (MLP)
      - Self-organizing feature map (SOFM)
      - RNN
      - auto-associative neural network
      - Multi-task Neural Networks
      - Markov chain Monte Carlo (MCMC)
        
        Metropolis method
        
        Metropolis-Hastings method
    - - Expectation-maximization (EM)
        (Gaussian mixture model, GMM)
        
        Maximum likelihood estimation
    - - Inductive learning algorithm
      - Fuzzy
      - SVM
      - ensemble