water.api.schemas3

Class PartialDependenceV3

java.lang.Object

water.Iced

water.api.Schema<I,S>

water.api.schemas3.SchemaV3<PartialDependence,PartialDependenceV3>

water.api.schemas3.PartialDependenceV3

All Implemented Interfaces:

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

public class PartialDependenceV3
extends SchemaV3<PartialDependence,PartialDependenceV3>

Partial dependence plot

See Also:

Serialized Form

Nested Class Summary

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

SchemaV3.Meta

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

Schema.AutoParseable

Field Summary

Fields

Modifier and Type	Field and Description
boolean	add_missing_na
java.lang.String[][]	col_pairs_2dpdp
java.lang.String[]	cols
KeyV3.PartialDependenceKeyV3	destination_key
KeyV3.FrameKeyV3	frame_id
KeyV3.ModelKeyV3	model_id
int	nbins
int[]	num_user_splits
TwoDimTableV3[]	partial_dependence_data
long	row_index
java.lang.String[]	targets
java.lang.String[]	user_cols
double[]	user_splits
int	weight_column_index

Fields inherited from class water.api.schemas3.SchemaV3

__meta

Constructor Summary

Constructors

Constructor and Description
PartialDependenceV3()

Method Summary

Modifier and Type	Method and Description
PartialDependence	createImpl() Create an appropriate implementation object and any child objects but does not fill them.

Methods inherited from class water.api.schemas3.SchemaV3

writeJSON

Methods inherited from class water.api.Schema

createAndFillImpl, extractVersionFromSchemaName, fillFromAny, fillFromBody, fillFromImpl, fillFromImpl, fillFromImpl, fillFromParms, fillFromParms, fillFromParms, fillImpl, 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

model_id

@API(help="Model",
     direction=INOUT)
public KeyV3.ModelKeyV3 model_id

frame_id

@API(help="Frame",
     direction=INOUT)
public KeyV3.FrameKeyV3 frame_id

row_index

@API(help="Row Index",
     direction=INOUT)
public long row_index

cols

@API(help="Column(s)",
     direction=INOUT)
public java.lang.String[] cols

weight_column_index

@API(help="weight_column_index",
     direction=INOUT)
public int weight_column_index

add_missing_na

@API(help="add_missing_na",
     direction=INOUT)
public boolean add_missing_na

nbins

@API(help="Number of bins",
     direction=INOUT)
public int nbins

user_splits

@API(help="User define split points",
     direction=INOUT)
public double[] user_splits

user_cols

@API(help="Column(s) of user defined splits",
     direction=INOUT)
public java.lang.String[] user_cols

num_user_splits

@API(help="Number of user defined splits per column",
     direction=INOUT)
public int[] num_user_splits

partial_dependence_data

@API(help="Partial Dependence Data",
     direction=OUTPUT)
public TwoDimTableV3[] partial_dependence_data

col_pairs_2dpdp

@API(help="lists of column name pairs to plot 2D pdp for",
     direction=INOUT)
public java.lang.String[][] col_pairs_2dpdp

destination_key

@API(help="Key to store the destination",
     direction=INPUT)
public KeyV3.PartialDependenceKeyV3 destination_key

targets

@API(help="Target classes for multinomial classification",
     direction=INPUT)
public java.lang.String[] targets

Constructor Detail

PartialDependenceV3

public PartialDependenceV3()

Method Detail

createImpl

public PartialDependence createImpl()

Description copied from class: Schema

Create an appropriate implementation object and any child objects but does not fill them. The standard purpose of a createImpl without a fillImpl is to be able to get the default values for all the impl's fields.

For objects without children this method does all the required work. For objects with children the subclass will need to override, e.g. by calling super.createImpl() and then calling createImpl() on its children.

Note that impl objects for schemas which override this method don't need to have a default constructor (e.g., a Keyed object constructor can still create and set the Key), but they must not fill any fields which can be filled later from the schema.

TODO: We could handle the common case of children with the same field names here by finding all of our fields that are themselves Schemas.

Overrides:

createImpl in class Schema<PartialDependence,PartialDependenceV3>