DimensionReducerFunction

DimensionReducerFunction[]

represents a function generated by DimensionReduction that projects data onto a lower-dimensional approximating manifold.

Details and Options

Examples

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Basic Examples  (3)

Generate a DimensionReducerFunction from a list of vectors:

Use this reducer function on a new vector:

Use this reducer function on a list of new vectors:

The vectors can also contain missing values:

Generate a DimensionReducerFunction from a list of vectors:

Use this reducer function on a list of new vectors:

Try to reconstruct the original vectors from the reduced ones:

The reconstructed vectors can be directly obtained from the original vectors:

Generate a dimension reducer on a mixed-type dataset:

Reduce the dimension of a new example:

Scope  (1)

Generate a DimensionReducerFunction from a list of vectors:

Use the reducer function to impute missing values in other vectors:

Introduced in 2015
 (10.1)
 |
Updated in 2017
 (11.1)
2018
 (11.3)