ML Crossword #3
Across
- 3. The primary data structure in TensorFlow programs
- 5. A model used as a reference point for comparing how well another model is performing
- 7. A linear model that typically has many sparse input features
- 9. Refers to your model's ability to make correct predictions on new, previously unseen data
- 13. A process that classifies object(s), pattern(s), or concept(s) in an image
- 14. A popular datatype for representing datasets in pandas
- 15. A variable of a model that the machine learning system trains on its own
- 17. The center of a cluster as determined by a k-means or k-median algorithm
- 18. A method for regularization that involves ending model training before training loss finishes decreasing
- 19. A node in a neural network, typically taking in multiple input values and generating one output value
- 20. A human who provides labels in examples
Down
- 1. A type of regularization that penalizes weights in proportion to the sum of the absolute values of the weights
- 2. Generating a group of predictions, storing those predictions, and then retrieving those predictions on demand
- 4. The recommended format for saving and recovering TensorFlow models
- 6. The fraction of predictions that a classification model got right
- 8. Producing a model with poor predictive ability because the model hasn't captured the complexity of the training data
- 10. A mathematical definition of “fairness” that is measurable
- 11. A quick solution to a problem, which may or may not be the best solution
- 12. An open-source Python 2D plotting library
- 16. The coordinates of particular features in an image