One Hot Encoding
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Cyclical encoding provides your model with the same information using significantly fewer features
8 min read -
Production grade one-hot encoding Techniques in Python and R
13 min read -
You can safely use pandas.get_dummies for machine learning applications, just need to do your homework.
9 min read -
A simple technique to One-Hot Encode variables using Pandas
5 min read -
One-Hot Encoding, Principal Components, and k-Prototype Clustering of Mixed Variables
9 min read -
Mapping raw data to machine learning features
8 min read -
Why you should reconsider using the default “drop first” parameter.
19 min read -
Using seasonality indicators or Fourier analysis
8 min read -
A hands-on review of loss functions suitable for embedding sparse one-hot-encoded data in PyTorch
9 min read