Onehot encoding
One of k encoding on an array of lenght k
hash encoding
label encoding
- non-linear tree-based
- not increase dimensionality
count encoding
target encoding
encode categorical variables by their ratio of target
reducing dimensonality
- PCA
- t-SNE
- Auto Encoders