MTC Batch 3 Crossword

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Across
  1. 5. This is the universal model format
  2. 7. The type of method used to capture non-linear relationships in data
  3. 9. Type of feature selection method which is the most robust and tries every possible combination
  4. 10. This is used for calculating the mutual information between two random variables
  5. 11. A matrix of eigenvectors which is used in PCA
  6. 12. One of the quantitative methods which measures the overall rank ordering of a variable with respect to the dependent variable
Down
  1. 1. The type of hyperparameter "Alpha"
  2. 2. Transformation of variables to the same scale
  3. 3. This file stores information about the variables like missing imputation, variable type etc
  4. 4. One of the benefits of variable reduction methods which helps in reducing this
  5. 6. This is the 4th row in attribute file
  6. 8. This method is a Greedy search approach which selects the combination of features that gives the optimal results maximizing the model performance