MinMaxScaler¶
MinMaxScaler transforms a dataset of Vector rows, rescaling each feature to a specific range (often [0, 1])
Input¶
It takes in a DataFrame as input and transforms it to another DataFrame
Output¶
A new column containing the scaled features is added to the incoming DataFrame
Type¶
ml-transformer
Class¶
fire.nodes.ml.NodeMinMaxScaler
Fields¶
| Name | Title | Description |
|---|---|---|
| inputCol | Input Column | The input column name |
| outputCol | Output Column | The output column name |
| max | Max | The upper bound after transformation, shared by all features |
| min | Min | The lower bound after transformation, shared by all features |