Machine Learning Crossword Puzzle

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Across
  1. 2. Algorithm that predicts the class of a sample based on a set of features; it'a a good one for spam detection.
  2. 4. Also known as underfitting
  3. 6. Also known as overfitting
  4. 8. A crucial step in the machine learning (ML) pipeline; it involves identifying and removing any missing, duplicate, or irrelevant items (two words)
  5. 10. Open-source software library built on top of Python specifically for data manipulation and analysis
  6. 11. A very popular python library for large multi-dimensional numeric array and matrix processing
  7. 12. Type of machine learning that does not include a target label or variable
Down
  1. 1. Supervised machine learning algorithm that computes the linear relationship between a dependent variable and one or more independent features (two words)
  2. 3. A type of machine learning is the science of decision making. It is about learning the optimal behavior in an environment to obtain maximum reward
  3. 5. Process of grouping similar objects into different groups, or subsets, based on a defined distance measure
  4. 7. Each of its branches splits data into a more structured organization; good for classification or regression (two words)
  5. 9. Subfield of machine learning that tries to understand human language