1
$\begingroup$

Good day Is there any regression Machine learning model, based on k-means? Example (Zillow's Zestimate): I have a lot of houses(with features like sq.feet and location) and prices. I want to estimate price for a new house by averaging k neighbors.

$\endgroup$
0
2
$\begingroup$

You could use $k$-nearest neighbors regression. It's not based on $k$-means, but it is based on estimating the price of a new house by averaging $k$ neighbors (in particular, the $k$ most "similar" houses in the training set, for some measure of similarity that you define). $k$-nearest neighbors is supported in many machine learning toolkits.

See https://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm.

$\endgroup$
1
  • $\begingroup$ Thank you, k-NN_regression - link on proper paragraph. $\endgroup$ – theme May 18 '17 at 17:17

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service, privacy policy and cookie policy

Not the answer you're looking for? Browse other questions tagged or ask your own question.