Standardizer class

A class that performs data standardization.

Data standardization is a process, targeted to make the data to look like normally distributed data (with zero mean and unit variance).

Standardization applies column-wise.

Constructors

Standardizer(DataFrame fittingData, {DType dtype = DType.float32})

Properties

hashCode → int

The hash code for this object.

no setter, inherited

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

Methods

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

process(DataFrame input) → DataFrame

Takes as an argument input with columns of various distribution types and returns a DataFrame, columns of which are normally distributed

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited