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Which algorithm is commonly used for decision-making tasks in classification models?
Correct Answer: D
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- Other Question (32q)
- Q1. Which algorithm is commonly used for decision-making tasks in classification models?...
- Q2. In the context of data integration, what does "data transformation" refer to?...
- Q3. Which type of model is well-suited for solving classification problems when dealing with h...
- Q4. What is a common example of an external data source for an organization?...
- Q5. What is the main purpose of feature engineering in model building?...
- Q6. In a supervised learning pipeline, what is the role of the training data set?...
- Q7. When deploying a machine learning model, what is "model drift"?...
- Q8. In the context of model assessment, what does "bias" refer to?...
- Q9. Which algorithm is commonly used for binary classification in machine learning pipelines, ...
- Q10. What does the term "bias" in machine learning refer to?...
- Q11. Which of the following best describes unstructured data?...
- Q12. What is the difference between a classification problem and a regression problem in machin...
- Q13. What is the primary purpose of "continuous integration and continuous deployment" (CI/CD) ...
- Q14. What is a data lake architecture designed to store primarily?...
- Q15. When deploying a machine learning model, what is meant by "model latency"?...
- Q16. A project has been created and a pipeline has been run in Model Studio. Which project sett...
- Q17. What is "model deployment" in the context of data science and machine learning?...
- Q18. What is the primary difference between supervised and unsupervised learning in model build...
- Q19. Which metric is commonly used to evaluate the performance of a regression model?...
- Q20. What is the purpose of a confusion matrix in the context of classification models?...
- Q21. In reinforcement learning, what is the "reward signal"?...
- Q22. In model assessment, what does "cross-validation" aim to address?...
- Q23. In model assessment, what is the purpose of feature importance analysis?...
- Q24. Which type of data source typically stores structured data in a tabular format?...
- Q25. What is the purpose of data profiling in data source management?...
- Q26. What is the main advantage of using a RESTful API (Representational State Transfer) as a d...
- Q27. What is the primary function of a data catalog in managing data sources?...
- Q28. Refer to the treemap shown in the exhibit below: (Exhibit) Which statement is true about t...
- Q29. What is the significance of the "bias-variance trade-off" in machine learning?...
- Q30. Which of the following is a common technique for handling missing data in a machine learni...
- Q31. What is the primary purpose of model documentation in the model deployment phase?...
- Q32. When assessing a classification model, what is the confusion matrix used to measure?...
