Performance

Open thegwan opened this issue 2 years ago • 1 comments

Discussed in https://github.com/smartcorelib/smartcore/discussions/260

^{Originally posted by thegwan April 17, 2023} Are there any performance expectations for the algorithms implemented in this library? Should I expect them to be comparable to or faster than equivalent scikit-learn implementations?

My anecdotal tests show that they are quite a bit slower in both training and inference (I've been playing with decision tree in particular), but would like to confirm if this is expected.

Apr 18 '23 04:04 thegwan

Do you have any benchmarking results to show here?

Apr 24 '23 21:04 qqlearn123