hex.schemas

Class ExtendedIsolationForestV3.ExtendedIsolationForestParametersV3

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.schemas3.SchemaV3<P,S>

water.api.schemas3.ModelParametersSchemaV3<ExtendedIsolationForestModel.ExtendedIsolationForestParameters,ExtendedIsolationForestV3.ExtendedIsolationForestParametersV3>

hex.schemas.ExtendedIsolationForestV3.ExtendedIsolationForestParametersV3

All Implemented Interfaces:

java.io.Externalizable, java.io.Serializable, java.lang.Cloneable, water.Freezable

Enclosing class:

ExtendedIsolationForestV3

public static final class ExtendedIsolationForestV3.ExtendedIsolationForestParametersV3
extends water.api.schemas3.ModelParametersSchemaV3<ExtendedIsolationForestModel.ExtendedIsolationForestParameters,ExtendedIsolationForestV3.ExtendedIsolationForestParametersV3>

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class water.api.schemas3.SchemaV3

water.api.schemas3.SchemaV3.Meta

Nested classes/interfaces inherited from class water.api.Schema

water.api.Schema.AutoParseable

Field Summary

Fields

Modifier and Type	Field and Description
boolean	disable_training_metrics
int	extension_level
static java.lang.String[]	fields
int	ntrees
int	sample_size
int	score_tree_interval
long	seed

Fields inherited from class water.api.schemas3.ModelParametersSchemaV3

auc_type, categorical_encoding, checkpoint, custom_distribution_func, custom_metric_func, distribution, export_checkpoints_dir, fold_assignment, fold_column, gainslift_bins, huber_alpha, ignore_const_cols, ignored_columns, keep_cross_validation_fold_assignment, keep_cross_validation_models, keep_cross_validation_predictions, max_categorical_levels, max_runtime_secs, model_id, nfolds, offset_column, parallelize_cross_validation, quantile_alpha, response_column, score_each_iteration, stopping_metric, stopping_rounds, stopping_tolerance, training_frame, tweedie_power, validation_frame, weights_column

Fields inherited from class water.api.schemas3.SchemaV3

__meta

Constructor Summary

Constructors

Constructor and Description
ExtendedIsolationForestParametersV3()

Method Summary

Methods inherited from class water.api.schemas3.ModelParametersSchemaV3

append_field_arrays, extractDeclaredApiParameters, fields, fillFromImpl, fillImpl, getAdditionalParameters, writeParametersJSON

Methods inherited from class water.api.schemas3.SchemaV3

writeJSON

Methods inherited from class water.api.Schema

createAndFillImpl, createImpl, extractVersionFromSchemaName, fillFromAny, fillFromBody, fillFromImpl, fillFromImpl, fillFromParms, fillFromParms, fillFromParms, fillImpl, getImplClass, getImplClass, getSchemaName, getSchemaType, getSchemaVersion, init_meta, markdown, markdown, newInstance, newInstance, setField, setSchemaType_doNotCall

Methods inherited from class water.Iced

asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonBytes, toJsonString, write, writeExternal

Methods inherited from class java.lang.Object

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

Field Detail

fields

public static java.lang.String[] fields

ntrees

@API(help="Number of Extended Isolation Forest trees.",
     gridable=true)
public int ntrees

sample_size

@API(help="Number of randomly sampled observations used to train each Extended Isolation Forest tree.",
     gridable=true)
public int sample_size

extension_level

@API(help="Maximum is N - 1 (N = numCols). Minimum is 0. Extended Isolation Forest with extension_Level = 0 behaves like Isolation Forest.",
     gridable=true)
public int extension_level

seed

@API(help="Seed for pseudo random number generator (if applicable)",
     gridable=true)
public long seed

score_tree_interval

@API(help="Score the model after every so many trees. Disabled if set to 0.",
     level=secondary,
     gridable=false)
public int score_tree_interval

disable_training_metrics

@API(help="Disable calculating training metrics (expensive on large datasets)")
public boolean disable_training_metrics

Constructor Detail

ExtendedIsolationForestParametersV3

public ExtendedIsolationForestParametersV3()