Beginner
Artificial Intelligence & Machine Learning
Q8 / 100
What is k-means clustering?
Correct! Well done.
Incorrect.
The correct answer is B) An unsupervised clustering algorithm partitioning data into k clusters by iteratively assigning points to the nearest centroid and recomputing centroids
B
Correct Answer
An unsupervised clustering algorithm partitioning data into k clusters by iteratively assigning points to the nearest centroid and recomputing centroids
Explanation
K-means: initialize k centroids, assign each point to nearest centroid, recompute centroids, repeat until convergence. Limitation: assumes spherical clusters, sensitive to initialization and outliers.
Progress
8/100