Modifier and Type | Interface and Description |
---|---|
interface |
BinarizerParams<T>
Params of
Binarizer . |
Modifier and Type | Class and Description |
---|---|
class |
Binarizer
A Transformer that binarizes the columns of continuous features by the given thresholds.
|
Modifier and Type | Interface and Description |
---|---|
interface |
BucketizerParams<T>
Params for
Bucketizer . |
Modifier and Type | Class and Description |
---|---|
class |
Bucketizer
A Transformer that maps multiple columns of continuous features to multiple columns of discrete
features, i.e., buckets indices.
|
Modifier and Type | Interface and Description |
---|---|
interface |
ImputerModelParams<T>
Params for
ImputerModel . |
interface |
ImputerParams<T>
Params of
Imputer . |
Modifier and Type | Class and Description |
---|---|
class |
Imputer
The imputer for completing missing values of the input columns.
|
class |
ImputerModel
A Model which replaces the missing values using the model data computed by
Imputer . |
Modifier and Type | Interface and Description |
---|---|
interface |
OneHotEncoderParams<T>
Params of OneHotEncoderModel.
|
Modifier and Type | Class and Description |
---|---|
class |
OneHotEncoder
An Estimator which implements the one-hot encoding algorithm.
|
class |
OneHotEncoderModel
A Model which encodes data into one-hot format using the model data computed by
OneHotEncoder . |
Modifier and Type | Interface and Description |
---|---|
interface |
StopWordsRemoverParams<T>
Params of
StopWordsRemover . |
Modifier and Type | Class and Description |
---|---|
class |
StopWordsRemover
A feature transformer that filters out stop words from input.
|
Modifier and Type | Interface and Description |
---|---|
interface |
IndexToStringModelParams<T>
Params for
IndexToStringModel . |
interface |
StringIndexerModelParams<T>
Params of
StringIndexerModel . |
interface |
StringIndexerParams<T>
Params of
StringIndexer . |
Modifier and Type | Class and Description |
---|---|
class |
IndexToStringModel
A Model which transforms input index column(s) to string column(s) using the model data computed
by
StringIndexer . |
class |
StringIndexer
An Estimator which implements the string indexing algorithm.
|
class |
StringIndexerModel
A Model which transforms input string/numeric column(s) to double column(s) using the model data
computed by
StringIndexer . |
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