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‎docs/machine-learning/r/reference/microsoftml/categorical.md‎

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# categorical: Machine Learning Categorical Data Transform
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## Description
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Categorical transform that can be performed on data before
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training a model.
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## See Also
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## See also
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[rxFastTrees](rxFastTrees.md), [rxFastForest](rxFastForest.md),
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[rxNeuralNet](rxNeuralNet.md), [rxOneClassSvm](rxOneClassSvm.md),

‎docs/machine-learning/r/reference/microsoftml/categoricalhash.md‎

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# categoricalHash: Machine Learning Categorical HashData Transform
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Categorical hash transform that can be performed on data before
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training a model.
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## See Also
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## See also
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[rxFastTrees](rxFastTrees.md), [rxFastForest](rxFastForest.md),
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[rxNeuralNet](rxNeuralNet.md), [rxOneClassSvm](rxOneClassSvm.md),

‎docs/machine-learning/r/reference/microsoftml/concat.md‎

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# concat: Machine Learning Concat Transform
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Combines several columns into a single vector-valued column.
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## See Also
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## See also
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[featurizeText](featurizeText.md), [categorical](categorical.md),
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[categoricalHash](categoricalHash.md), [rxFastTrees](rxFastTrees.md),

‎docs/machine-learning/r/reference/microsoftml/dropColumns.md‎

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# dropColumns: Drops columns from the dataset
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Specified columns to drop from the dataset.
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‎docs/machine-learning/r/reference/microsoftml/ensembleControl.md‎

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# ensembleControl: ensembleControl
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Control the parameters used to create an ensemble.
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‎docs/machine-learning/r/reference/microsoftml/extractpixels.md‎

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# extractPixels: Machine Learning Extract Pixel Data Transform
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## Description
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Extracts the pixel values from an image.
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‎docs/machine-learning/r/reference/microsoftml/fastforest.md‎

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# fastForest: fastForest
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Creates a list containing the function name and arguments to train a
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FastForest model with [rxEnsemble](rxEnsemble.md).

‎docs/machine-learning/r/reference/microsoftml/fastlinear.md‎

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# fastLinear: fastLinear
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Creates a list containing the function name and arguments to train a
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Fast Linear model with [rxEnsemble](rxEnsemble.md).

‎docs/machine-learning/r/reference/microsoftml/fasttrees.md‎

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# fastTrees: fastTrees
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Creates a list containing the function name and arguments to train a
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FastTree model with [rxEnsemble](rxEnsemble.md).

‎docs/machine-learning/r/reference/microsoftml/featurizeimage.md‎

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# featurizeImage: Machine Learning Image Featurization Transform
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Featurizes an image using a pre-trained deep neural network model.
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