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Machine Learning Algorithms

  1. ML libraries
  2. Data Preprocessing
  3. Decision Tree ID3 algorithm
  4. Decision Tree C4.5 algorithm
  5. Decision Tree CART algorithm
  6. ANN (Aritificial Neural Network)
  7. Naïve Bayesian classifier
  8. k-Nearest Neighbor algorithm
  9. k-Means clustering algorithm
  10. Linear Regression
  11. Ensemble learning Algorithms - AdaBoost and Bagging
  12. Algorithms comparison