Which of the following can act as possible termination conditions in K-Means?1. For a fixed number of iterations.2. Assignment of observations to clusters does not change between iterations. Except for cases with a bad local minimum.3. Centroids do not change between successive iterations.4. Terminate when RSS falls below a threshold.

🎲 Try a Random Question  |  Total Questions in Quiz: 706  |  🧠 Study this quiz with Flashcards
This question is part of a full practice quiz:
Machine Learning (ML) Practice Test Questions — practice the complete quiz, review flashcards, or try a random question.

Machine learning (ML) is a branch of artificial intelligence that leverages data to improve computer performance by giving machines the ability to "learn", or improve performance — based on the data.

There are four basic approaches to machine learning: supervised learning, unsupervised learning, semi-supervised learning and reinforcement learning.


Which of the following can act as possible termination conditions in K-Means?<br>1. For a fixed number of iterations.<br>2. Assignment of observations to clusters does not change between iterations. Except for cases with a bad local minimum.<br>3. Centroids do not change between successive iterations.<br>4. Terminate when RSS falls below a threshold.






ADVERTISEMENT