Class: KMeans

eclairjs/ml/clustering.KMeans

K-means clustering with support for k-means|| initialization proposed by Bahmani et al.

Constructor

new KMeans(uidopt)

Parameters:
Name Type Attributes Description
uid string <optional>
Source:
See:

Extends

Methods

(static) load(path) → {module:eclairjs/mllib/clustering.KMeans}

Parameters:
Name Type Description
path string
Source:
Returns:
Type
module:eclairjs/mllib/clustering.KMeans

copy(extra) → {module:eclairjs/mllib/clustering.KMeans}

Parameters:
Name Type Description
extra module:eclairjs/ml/param.ParamMap
Overrides:
Source:
Returns:
Type
module:eclairjs/mllib/clustering.KMeans

extractParamMap() → {module:eclairjs/ml/param.ParamMap}

Inherited From:
Source:
Returns:
Type
module:eclairjs/ml/param.ParamMap

fit(dataset) → {module:eclairjs/mllib/clustering.KMeansModel}

Parameters:
Name Type Description
dataset module:eclairjs/sql.Dataset
Overrides:
Source:
Returns:
Type
module:eclairjs/mllib/clustering.KMeansModel

setFeaturesCol(value) → {module:eclairjs/mllib/clustering.KMeans}

Parameters:
Name Type Description
value string
Source:
Returns:
Type
module:eclairjs/mllib/clustering.KMeans

setInitMode(value) → {module:eclairjs/mllib/clustering.KMeans}

Parameters:
Name Type Description
value string
Source:
Returns:
Type
module:eclairjs/mllib/clustering.KMeans

setInitSteps(value) → {module:eclairjs/mllib/clustering.KMeans}

Parameters:
Name Type Description
value number
Source:
Returns:
Type
module:eclairjs/mllib/clustering.KMeans

setK(value) → {module:eclairjs/mllib/clustering.KMeans}

Parameters:
Name Type Description
value number
Source:
Returns:
Type
module:eclairjs/mllib/clustering.KMeans

setMaxIter(value) → {module:eclairjs/mllib/clustering.KMeans}

Parameters:
Name Type Description
value number
Source:
Returns:
Type
module:eclairjs/mllib/clustering.KMeans

setPredictionCol(value) → {module:eclairjs/mllib/clustering.KMeans}

Parameters:
Name Type Description
value string
Source:
Returns:
Type
module:eclairjs/mllib/clustering.KMeans

setSeed(value) → {module:eclairjs/mllib/clustering.KMeans}

Parameters:
Name Type Description
value number
Source:
Returns:
Type
module:eclairjs/mllib/clustering.KMeans

setTol(value) → {module:eclairjs/mllib/clustering.KMeans}

Parameters:
Name Type Description
value number
Source:
Returns:
Type
module:eclairjs/mllib/clustering.KMeans

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

Parameters:
Name Type Description
schema module:eclairjs/sql/types.StructType
Source:
Returns:
Type
module:eclairjs/sql/types.StructType

uid() → {Promise.<string>}

An immutable unique ID for the object and its derivatives.
Source:
Returns:
Type
Promise.<string>