trait TrainingResult extends Serializable
Created by maxhutch on 12/4/16.
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- abstract def getModel(): Model[PredictionResult[Any]]
Get the model contained in the training result
Get the model contained in the training result
- returns
the model
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- def getFeatureImportance(): Option[Vector[Double]]
Get a measure of the importance of the model features
Get a measure of the importance of the model features
- returns
feature influences as an array of doubles
- def getLoss(): Option[Double]
Get a measure of the loss of the model, e.g.
Get a measure of the loss of the model, e.g. RMS OOB error
- def getPredictedVsActual(): Option[Seq[(Vector[Any], Any, Any)]]
Get the predicted vs actual values, e.g.
Get the predicted vs actual values, e.g. from OOB
- returns
seq of (feature vector, predicted value, and actual value)
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