All Questions
Tagged with hyperparameter-optimization cross-validation
2 questions with no upvoted or accepted answers
16
votes
1
answer
402
views
Will parameter sweeping on one split of data followed by cross validation discover the right hyperparameters?
Let's call our dataset splits train/test/evaluate. We're in a situation where we require months of data. So we prefer to use the evaluation dataset as infrequently as possible to avoid polluting our ...
- 161
0
votes
1
answer
82
views
Cross Validation and hyperparameter selection correct procedure
I am trying to run a regression supervised learning problem. The dataset is not very large and I wanted to do some cross-validation to avoid overfitting. As I have read it's important to do a ...
- 1