Max Abs Scaler¶
Some of the docstrings for this module have been automatically extracted from the scikit-learn library and are covered by their respective licenses.
-
class
node_preprocessing.
MaxAbsScaler
[source]¶ Scale each feature by its maximum absolute value.
This estimator scales and translates each feature individually such that the maximal absolute value of each feature in the training set will be 1.0. It does not shift/center the data, and thus does not destroy any sparsity.
Configuration: Attributes: scale_
Per feature relative scaling of the data.
New in version 0.17: scale_ attribute.
max_abs_
Per feature maximum absolute value.
n_samples_seen_
The number of samples processed by the estimator. Will be reset on new calls to fit, but increments across
partial_fit
calls.
Inputs: Outputs: - model : model
Model