AI Crossword

3. A Python module integrating a wide range of machine learning algorithms.
5. The rate of change in the dependent variable with respect to the independent variable.
6. The terminal nodes of a decision tree that contain the output.
9. The process of teaching a model to make predictions.
10. The output variable used in supervised learning.
11. A mathematical representation of a real-world process.
12. A library used for data manipulation and analysis.
13. Refers to two possible outcomes in a logistic regression model.
15. A Python library used for working with arrays.
17. A measure of randomness used in decision tree algorithms.
19. A point in a decision tree where the data is split.

1. The process of predicting the class of given data points.
2. When a model performs well on training data but poorly on new data.
4. The difference between the observed value and the predicted value.
5. A function used to map predictions to probabilities.
7. An individual measurable property or characteristic of a phenomenon.
8. A set of rules or steps used to solve a problem.
10. A collection of functions and methods that allows you to perform many actions.
14. A type of problem where the output variable is a real number.
16. The point where the regression line crosses the y-axis.
18. The likelihood of an event occurring compared to it not occurring.