Given a Clustering task, how you can evaluate the performance on the test set and how we would know if the clusters are correct. Explain any three possible solutions.
(a) Given a Clustering task, how you can evaluate the performance on the test set and how we
would know if the clusters are correct. Explain any three possible solutions.
(b) Using Genetic Algorithms, we are required to solve the problem of finding out what a good
car is.
The information we have is as follows:
Car Brand: Toyota, BMW, Mercedes
Car Engine: V6, V8 and normal
Car Compact Size: small, medium, big
Car style: sport, normal
i. Propose the appropriate chromosome design for the given problem.
ii. Suggest the appropriate Genetic
iii. Propose some suitable values of those parameters for this problem. Provide a short
explanation for each.
iv. Provide the genetic algorithm pseudocode that will be followed.
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