TD_RandomProjectionFit

fastpath function to generate/store required set of values/parameters to be used by TD_RandomProjectionTransform for dimensionality reduction.

Options

Density: Specifies the approximate ratio of non-zero elements to be produced in the random projection matrix.
Epsilon: Specify the epsilon(distortion) parameter value.
NumComponents: Specifies the target dimension(number of features) into which data points from the original dimension will be projected.
OutputFeatureNamesPrefix: Specifies prefix to be used for output feature names generated by TD_RandomProjectionTransform.
ProjectionMethod: Specifies the method name for RandomProjection algorithm.
Seed: Specify the random seed the function uses for repeatable results.
Output Schema: Output Schema, if Volatile is true then use user login as the schema.
Output Table: Output Table
VAL Location: VAL Location
TargetColumns: Specifies the columns/features to be used for processing.
Volatile: Specifies whether the table should be a VOLATILE table. If true, then the table is automatically deleted, otherwise it is users responsibility to remove or clean it up for space.