JSDoc: Class: MinMaxScalerModel

Class: MinMaxScalerModel

Constructor

new MinMaxScalerModel()

Source:

ml/feature/MinMaxScalerModel.js, line 37

Extends

module:eclairjs/ml.Model

Methods

(static) load(path) → {module:eclairjs/ml/feature.MinMaxScalerModel}

Parameters:

Name	Type	Description
`path`	string

Source:

ml/feature/MinMaxScalerModel.js, line 293

Returns:

Type: module:eclairjs/ml/feature.MinMaxScalerModel

(static) read() → {MLReader}

Source:

ml/feature/MinMaxScalerModel.js, line 277

Returns:

Type: MLReader

copy(extra) → {module:eclairjs/ml/feature.MinMaxScalerModel}

Parameters:

Name	Type	Description
`extra`	module:eclairjs/ml/param.ParamMap

Overrides:

module:eclairjs/ml.Model#copy

Source:

ml/feature/MinMaxScalerModel.js, line 188

Returns:

Type: module:eclairjs/ml/feature.MinMaxScalerModel

getMax() → {float}

Source:

ml/feature/MinMaxScalerModel.js, line 266

Returns:

Type: float

getMin() → {Promise.<number>}

Source:

ml/feature/MinMaxScalerModel.js, line 235

Returns:

Type: Promise.<number>

hasParent() → {Promise.<boolean>}

Indicates whether this Model has a corresponding parent.

Inherited From:

module:eclairjs/ml.Model#hasParent

Source:

ml/Model.js, line 76

Returns:

Type: Promise.<boolean>

max() → {module:eclairjs/ml/param.DoubleParam}

upper bound after transformation, shared by all features Default: 1.0

Source:

ml/feature/MinMaxScalerModel.js, line 250

Returns:

Type: module:eclairjs/ml/param.DoubleParam

min() → {module:eclairjs/ml/param.DoubleParam}

lower bound after transformation, shared by all features Default: 0.0

Source:

ml/feature/MinMaxScalerModel.js, line 219

Returns:

Type: module:eclairjs/ml/param.DoubleParam

originalMax() → {module:eclairjs/mllib/linalg.Vector}

Source:

ml/feature/MinMaxScalerModel.js, line 79

Returns:

Type: module:eclairjs/mllib/linalg.Vector

originalMin() → {module:eclairjs/mllib/linalg.Vector}

Source:

ml/feature/MinMaxScalerModel.js, line 64

Returns:

Type: module:eclairjs/mllib/linalg.Vector

parent() → {module:eclairjs/ml.Estimator}

Inherited From:

module:eclairjs/ml.Model#parent

Source:

ml/Model.js, line 59

Returns:

Type: module:eclairjs/ml.Estimator

setInputCol(value) → {module:eclairjs/ml/feature.MinMaxScalerModel}

Parameters:

Name	Type	Description
`value`	string

Source:

ml/feature/MinMaxScalerModel.js, line 94

Returns:

Type: module:eclairjs/ml/feature.MinMaxScalerModel

setMax(value) → {module:eclairjs/ml/feature.MinMaxScalerModel}

Parameters:

Name	Type	Description
`value`	number

Source:

ml/feature/MinMaxScalerModel.js, line 139

Returns:

Type: module:eclairjs/ml/feature.MinMaxScalerModel

setMin(value) → {module:eclairjs/ml/feature.MinMaxScalerModel}

Parameters:

Name	Type	Description
`value`	number

Source:

ml/feature/MinMaxScalerModel.js, line 124

Returns:

Type: module:eclairjs/ml/feature.MinMaxScalerModel

setOutputCol(value) → {module:eclairjs/ml/feature.MinMaxScalerModel}

Parameters:

Name	Type	Description
`value`	string

Source:

ml/feature/MinMaxScalerModel.js, line 109

Returns:

Type: module:eclairjs/ml/feature.MinMaxScalerModel

setParent(parent) → {object}

Sets the parent of this model.

Parameters:

Name	Type	Description
`parent`	module:eclairjs/ml.Estimator

Inherited From:

module:eclairjs/ml.Model#setParent

Source:

ml/Model.js, line 44

Returns:

Type: object

transform(dataset) → {module:eclairjs/sql.Dataset}

Parameters:

Name	Type	Description
`dataset`	module:eclairjs/sql.Dataset

Overrides:

module:eclairjs/ml.Model#transform

Source:

ml/feature/MinMaxScalerModel.js, line 154

Returns:

Type: module:eclairjs/sql.Dataset

transformSchema(schema) → {module:eclairjs/sql/types.StructType}

Parameters:

Name	Type	Description
`schema`	module:eclairjs/sql/types.StructType

Source:

ml/feature/MinMaxScalerModel.js, line 171

Returns:

Type: module:eclairjs/sql/types.StructType

uid() → {Promise.<string>}

An immutable unique ID for the object and its derivatives.

Source:

ml/feature/MinMaxScalerModel.js, line 49

Returns:

Type: Promise.<string>

write() → {MLWriter}

Source:

ml/feature/MinMaxScalerModel.js, line 202

Returns:

Type: MLWriter