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FIND OUT MOREFeature encoding
The feature encoding determines the way in which example data is turned into numbers that a model can do calculations with.
There are five encodings available on the platform: categorical, binary, numeric, image, and text.
Depending on the encoding selected, additional settings and processing is applicable, such as normalization or image transformation.
Types of encoding
| Encoding | Suitable for | Additional settings |
|---|---|---|
Text string |
One-hot |
|
Text string |
||
Numeric |
Integer |
|
Image |
||
Text string |