FML

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Across
  1. 3. Loss function for regression (3)
  2. 4. Machine learning model that uses hyperplanes for classification (3)
  3. 5. Algorithm that assigns class based on nearest data points (4)
  4. 8. Model evaluation using unseen data (10)
  5. 10. Measurement that describes data spread (8)
  6. 12. Statistical method for categorical data association (10)
  7. 13. One method to deal with missing values (11)
  8. 15. Relationship between variables that do not imply causality (11)
  9. 16. Output metric calculated as TP / (TP + FP) (9)
  10. 18. Visual representation showing correlations among multiple variables (10)
  11. 19. Plot combining violin and box plots (6)
Down
  1. 1. Artificial Intelligence subset that uses data for learning (15)
  2. 2. Plot type that shows data distribution and quartiles (9)
  3. 4. Process of removing irrelevant features (8)
  4. 6. Type of regression for binary outcomes (8)
  5. 7. Another name for dependent variable (8)
  6. 9. Type of learning where output labels are not available (11)
  7. 11. Process of modifying data range before modeling (13)
  8. 12. Matrix showing TP, FP, FN, TN values (16)
  9. 14. Statistical test comparing means between two groups (5)
  10. 17. Regularization method that shrinks coefficients (5)