All Implemented Interfaces:


public final class SupervisedHyperparameters.Builder

A builder for SupervisedHyperparameters.

Nested Class Summary

Nested Classes
Modifier and Type	Class	Description

Field Summary

Fields
Modifier and Type	Field	Description

Constructor Summary

Constructors
Constructor	Description

Enum Constant Summary

Enum Constants
Enum Constant	Description

Method Summary

Modifier and Type	Method	Description
`final SupervisedHyperparameters.Builder`	`batchSize(SupervisedHyperparameters.BatchSize batchSize)`	Number of examples in each batch.
`final SupervisedHyperparameters.Builder`	`batchSize(JsonField<SupervisedHyperparameters.BatchSize> batchSize)`	Sets Builder.batchSize to an arbitrary JSON value.
`final SupervisedHyperparameters.Builder`	`batchSize(Long integer)`	Alias for calling batchSize with `BatchSize.ofInteger(integer)`.
`final SupervisedHyperparameters.Builder`	`batchSizeAuto()`	Alias for calling batchSize with `BatchSize.ofAuto()`.
`final SupervisedHyperparameters.Builder`	`learningRateMultiplier(SupervisedHyperparameters.LearningRateMultiplier learningRateMultiplier)`	Scaling factor for the learning rate.
`final SupervisedHyperparameters.Builder`	`learningRateMultiplier(JsonField<SupervisedHyperparameters.LearningRateMultiplier> learningRateMultiplier)`	Sets Builder.learningRateMultiplier to an arbitrary JSON value.
`final SupervisedHyperparameters.Builder`	`learningRateMultiplier(Double number)`	Alias for calling learningRateMultiplier with `LearningRateMultiplier.ofNumber(number)`.
`final SupervisedHyperparameters.Builder`	`learningRateMultiplierAuto()`	Alias for calling learningRateMultiplier with `LearningRateMultiplier.ofAuto()`.
`final SupervisedHyperparameters.Builder`	`nEpochs(SupervisedHyperparameters.NEpochs nEpochs)`	The number of epochs to train the model for.
`final SupervisedHyperparameters.Builder`	`nEpochs(JsonField<SupervisedHyperparameters.NEpochs> nEpochs)`	Sets Builder.nEpochs to an arbitrary JSON value.
`final SupervisedHyperparameters.Builder`	`nEpochs(Long integer)`	Alias for calling nEpochs with `NEpochs.ofInteger(integer)`.
`final SupervisedHyperparameters.Builder`	`nEpochsAuto()`	Alias for calling nEpochs with `NEpochs.ofAuto()`.
`final SupervisedHyperparameters.Builder`	`additionalProperties(Map<String, JsonValue> additionalProperties)`
`final SupervisedHyperparameters.Builder`	`putAdditionalProperty(String key, JsonValue value)`
`final SupervisedHyperparameters.Builder`	`putAllAdditionalProperties(Map<String, JsonValue> additionalProperties)`
`final SupervisedHyperparameters.Builder`	`removeAdditionalProperty(String key)`
`final SupervisedHyperparameters.Builder`	`removeAllAdditionalProperties(Set<String> keys)`
`final SupervisedHyperparameters`	`build()`	Returns an immutable instance of SupervisedHyperparameters.

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Constructor Detail
- Method Detail
  - batchSize
```
 final SupervisedHyperparameters.Builder batchSize(SupervisedHyperparameters.BatchSize batchSize)
```
    Number of examples in each batch. A larger batch size means that model parameters are updated less frequently, but with lower variance.
  - batchSize
```
 final SupervisedHyperparameters.Builder batchSize(JsonField<SupervisedHyperparameters.BatchSize> batchSize)
```
    Sets Builder.batchSize to an arbitrary JSON value.
    You should usually call Builder.batchSize with a well-typed BatchSize value instead. This method is primarily for setting the field to an undocumented or not yet supported value.
  - batchSize
```
 final SupervisedHyperparameters.Builder batchSize(Long integer)
```
    Alias for calling batchSize with BatchSize.ofInteger(integer).
  - batchSizeAuto
```
 final SupervisedHyperparameters.Builder batchSizeAuto()
```
    Alias for calling batchSize with BatchSize.ofAuto().
  - learningRateMultiplier
```
 final SupervisedHyperparameters.Builder learningRateMultiplier(SupervisedHyperparameters.LearningRateMultiplier learningRateMultiplier)
```
    Scaling factor for the learning rate. A smaller learning rate may be useful to avoid overfitting.
  - learningRateMultiplier
```
 final SupervisedHyperparameters.Builder learningRateMultiplier(JsonField<SupervisedHyperparameters.LearningRateMultiplier> learningRateMultiplier)
```
    Sets Builder.learningRateMultiplier to an arbitrary JSON value.
    You should usually call Builder.learningRateMultiplier with a well-typed LearningRateMultiplier value instead. This method is primarily for setting the field to an undocumented or not yet supported value.
  - learningRateMultiplier
```
 final SupervisedHyperparameters.Builder learningRateMultiplier(Double number)
```
    Alias for calling learningRateMultiplier with LearningRateMultiplier.ofNumber(number).
  - learningRateMultiplierAuto
```
 final SupervisedHyperparameters.Builder learningRateMultiplierAuto()
```
    Alias for calling learningRateMultiplier with LearningRateMultiplier.ofAuto().
  - nEpochs
```
 final SupervisedHyperparameters.Builder nEpochs(SupervisedHyperparameters.NEpochs nEpochs)
```
    The number of epochs to train the model for. An epoch refers to one full cycle through the training dataset.
  - nEpochs
```
 final SupervisedHyperparameters.Builder nEpochs(JsonField<SupervisedHyperparameters.NEpochs> nEpochs)
```
    Sets Builder.nEpochs to an arbitrary JSON value.
    You should usually call Builder.nEpochs with a well-typed NEpochs value instead. This method is primarily for setting the field to an undocumented or not yet supported value.
  - nEpochs
```
 final SupervisedHyperparameters.Builder nEpochs(Long integer)
```
    Alias for calling nEpochs with NEpochs.ofInteger(integer).
  - nEpochsAuto
```
 final SupervisedHyperparameters.Builder nEpochsAuto()
```
    Alias for calling nEpochs with NEpochs.ofAuto().
  - additionalProperties
```
 final SupervisedHyperparameters.Builder additionalProperties(Map<String, JsonValue> additionalProperties)
```
  - putAdditionalProperty
```
 final SupervisedHyperparameters.Builder putAdditionalProperty(String key, JsonValue value)
```
  - putAllAdditionalProperties
```
 final SupervisedHyperparameters.Builder putAllAdditionalProperties(Map<String, JsonValue> additionalProperties)
```
  - removeAdditionalProperty
```
 final SupervisedHyperparameters.Builder removeAdditionalProperty(String key)
```
  - removeAllAdditionalProperties
```
 final SupervisedHyperparameters.Builder removeAllAdditionalProperties(Set<String> keys)
```
  - build
```
 final SupervisedHyperparameters build()
```
    Returns an immutable instance of SupervisedHyperparameters.
    Further updates to this Builder will not mutate the returned instance.

Class SupervisedHyperparameters.Builder

Nested Class Summary

Field Summary

Constructor Summary

Enum Constant Summary

Method Summary

Methods inherited from class java.lang.Object

Constructor Detail

Method Detail

batchSize

batchSize

batchSize

batchSizeAuto

learningRateMultiplier

learningRateMultiplier

learningRateMultiplier

learningRateMultiplierAuto

nEpochs

nEpochs

nEpochs

nEpochsAuto

additionalProperties

putAdditionalProperty

putAllAdditionalProperties

removeAdditionalProperty

removeAllAdditionalProperties

build