Question 1
Your team was given a large dataset and has been tasked with organizing the data by type to make better insights from the results. You are facing problems with the approach that the previous project lead used which was a regression algorithm.
What type of algorithm is the best approach for this project?
- AOption A:
Multiclass Classification
- BOption B:
Regression
- COption C:
Clustering
- DOption D:
Show answer and explanation
Correct answer: C
When the goal is to group or organize unlabeled data into meaningful categories, CPMAI specifies the use of unsupervised clustering algorithms—for example, “if it is determined that an unsupervised clustering algorithm such as K-means will be used, the tool should support such needs” . Clustering is the appropriate method for discovering groupings by type.