All Questions
Tagged with features correlation
3 questions
0
votes
0
answers
242
views
Calculating correlation between embedding features
I am looking for a technique to calculate correlation for embedding features (array of floats). I'm interested in the correlation between features (embedding-embedding) as well as between feature and ...
0
votes
1
answer
1k
views
Should highly correlated features be removed, even if they have different type of information?
A quick example for this: we have many feature and two of them are policy count and premium_total (for all policies). We are predicting the expected claim amount with GBM or RF. Both policy_count and ...
- 25
0
votes
1
answer
1k
views
Shapley Values - How to interpret each value for each feature for a specific instance?
I am using Shap Values(the 'shap' module in python) to help me understand a bit better the relation between my features and my target. I am currently working on a binary classification problem.
I know ...
