Package | Description |
---|---|
org.apache.flink.ml.api.core | |
org.apache.flink.ml.params.shared.colname | |
org.apache.flink.ml.util.param |
Modifier and Type | Interface and Description |
---|---|
interface |
Estimator<E extends Estimator<E,M>,M extends Model<M>>
Estimators are
PipelineStage s responsible for training and generating machine learning
models. |
interface |
Model<M extends Model<M>>
A model is an ordinary
Transformer except how it is created. |
(package private) interface |
org.apache.flink.ml.api.core.PipelineStage<T extends org.apache.flink.ml.api.core.PipelineStage<T>>
Base class for a stage in a pipeline.
|
interface |
Transformer<T extends Transformer<T>>
|
Modifier and Type | Class and Description |
---|---|
class |
Pipeline
A pipeline is a linear workflow which chains
Estimator s and Transformer s to
execute an algorithm. |
Modifier and Type | Interface and Description |
---|---|
interface |
HasOutputCol<T>
An interface for classes with a parameter specifying the name of the output column.
|
interface |
HasOutputColDefaultAsNull<T>
An interface for classes with a parameter specifying name of the output column with a null default value.
|
interface |
HasOutputCols<T>
An interface for classes with a parameter specifying names of multiple output columns.
|
interface |
HasOutputColsDefaultAsNull<T>
An interface for classes with a parameter specifying names of multiple output columns.
|
interface |
HasPredictionCol<T>
An interface for classes with a parameter specifying the column name of the prediction.
|
interface |
HasPredictionDetailCol<T>
An interface for classes with a parameter specifying the column name of prediction detail.
|
interface |
HasReservedCols<T>
An interface for classes with a parameter specifying the names of the columns to be retained in the output table.
|
interface |
HasSelectedCol<T>
An interface for classes with a parameter specifying the name of the table column.
|
interface |
HasSelectedColDefaultAsNull<T>
An interface for classes with a parameter specifying the name of the table column with null default value.
|
interface |
HasSelectedCols<T>
An interface for classes with a parameter specifying the name of multiple table columns.
|
interface |
HasSelectedColsDefaultAsNull<T>
An interface for classes with a parameter specifying the name of multiple table columns with null default value.
|
Modifier and Type | Method and Description |
---|---|
static List<ParamInfo> |
ExtractParamInfosUtil.extractParamInfos(WithParams s)
Extracts all ParamInfos defined in the given WithParams, including those in its superclasses
and interfaces.
|
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