class `monad.ui.config.OutputType`

Defines the output format in which to save the predictions. The table below explains how different values affect prediction outputs.

^Task	^{OutputType.RAW_MODEL}	^{OutputType.ENCODED}	^{OutputType.DECODED}	^{OutputType.SEMANTIC}
^{Binary Classification}	^{Raw model output}	^{Raw model output}	^{Recommended Sigmoid of the raw model output}	^{Sigmoid of the raw model output}
^{Multiclass Classification}	^{Raw model output}	^{Raw model output}	^{Recommended Softmax of the raw outputs}	^{Predicted class}
^{Multi-label classification}	^{Raw model output}	^{Raw model output}	^{Recommended Sigmoid of the raw outputs}	^{Class names sorted by score}
^Regression	^{Raw model output}	^{Transformed raw model output}	^Recommended ^{Predicted value}	^{Predicted value}
^{Recommendations}	^{Raw model output}	^{Log softmax of raw model output}	^{Internal BaseModel codes of entities}	^{Recommended A ranked list of recommended feature values}

from monad.config.training_params import OutputType

OutputType.DECODED

Enum Members

RAW_MODEL
Raw model output.

ENCODED
Encoded model output,

DECODED
Decoded model output

SEMANTIC
Semantic model output

class monad.ui.config.OutputType