hex

Class ModelBuilder<M extends Model<M,P,O>,P extends Model.Parameters<M,P,O>,O extends Model.Output<M,P,O>>

java.lang.Object

water.Iced

water.Keyed

water.Job<M>

hex.ModelBuilder<M,P,O>

All Implemented Interfaces:

java.lang.Cloneable, Freezable

public abstract class ModelBuilder<M extends Model<M,P,O>,P extends Model.Parameters<M,P,O>,O extends Model.Output<M,P,O>>
extends Job<M>

Model builder parent class. Contains the common interfaces and fields across all model builders.

Nested Class Summary

Nested classes/interfaces inherited from class water.Job

Job.JobState

Field Summary

Fields

Modifier and Type	Field and Description
P	_parms All the parameters required to build the model.

Fields inherited from class water.Job

_description, _dest, _end_time, _exception, _start_time, _state, _work, LIST

Fields inherited from class water.Keyed

_key

Constructor Summary

Constructors

Constructor and Description
ModelBuilder(Key dest, java.lang.String desc, P parms, long work)
ModelBuilder(Model.Parameters parms) Constructor called from an http request; MUST override in subclasses.

Method Summary

Methods

Modifier and Type	Method and Description
static java.lang.Class<? extends ModelBuilder>	getModelBuilder(java.lang.String name)
static java.util.Map<java.lang.String,java.lang.Class<? extends ModelBuilder>>	getModelBuilders()
static void	registerModelBuilder(java.lang.String name, java.lang.Class<? extends ModelBuilder> clz)
abstract ModelBuilderSchema	schema() Externally visible default schema TODO: this is in the wrong layer: the internals should not know anything about the schemas!!! This puts a reverse edge into the dependency graph.
abstract Job	train() Method to launch training of a Model, based on its parameters.

Methods inherited from class water.Job

cancel, cancel, cancel2, dest, done, get, isRunning, isRunning, isStopped, jobs, msec, onCancelled, progress, start, update, update

Methods inherited from class water.Keyed

remove_impl, remove, remove, remove, remove

Methods inherited from class water.Iced

clone, frozenType, read_impl, read, readJSON_impl, readJSON, write_impl, write, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

_parms

public P extends Model.Parameters<M,P,O> _parms

All the parameters required to build the model.

Constructor Detail

ModelBuilder

public ModelBuilder(Model.Parameters parms)

Constructor called from an http request; MUST override in subclasses.

ModelBuilder

public ModelBuilder(Key dest,
            java.lang.String desc,
            P parms,
            long work)

Method Detail

getModelBuilders

public static final java.util.Map<java.lang.String,java.lang.Class<? extends ModelBuilder>> getModelBuilders()

registerModelBuilder

public static void registerModelBuilder(java.lang.String name,
                        java.lang.Class<? extends ModelBuilder> clz)

getModelBuilder

public static java.lang.Class<? extends ModelBuilder> getModelBuilder(java.lang.String name)

schema

public abstract ModelBuilderSchema schema()

Externally visible default schema TODO: this is in the wrong layer: the internals should not know anything about the schemas!!! This puts a reverse edge into the dependency graph.

train

public abstract Job train()

Method to launch training of a Model, based on its parameters.