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Tagged with embeddings categorical-encoding
3 questions
1
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Finding a latent representation of a high-cardinality one-hot encoded variable [duplicate]
I am working on a clustering project on a dataset that has some numerical variables, and one categorical variable with very high cardinality (~200 values). I was thinking if it is possible to create ...
- 11
1
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Machine learning on JSON/XML/DOM data
What's the best approach for machine learning on deeply hierarchical JSON/XML/DOM documents (not counting text nodes)?
Say I want to recognize and generate documents similar to a training set of ...
- 111
1
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415
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feature embedding for categorical features
I'm training a model and among the features, I have the language of the users. Right now I have done one-hot encoding on the language feature. But I think it would make more sense to have the language ...
- 141