Class TargetMeanEncoding
java.lang.Object
org.elasticsearch.client.ml.inference.preprocessing.TargetMeanEncoding
- All Implemented Interfaces:
NamedXContentObject
,PreProcessor
,org.elasticsearch.common.xcontent.ToXContent
,org.elasticsearch.common.xcontent.ToXContentObject
PreProcessor for target mean encoding a set of categorical values for a given field.
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Nested Class Summary
Nested classes/interfaces inherited from interface org.elasticsearch.common.xcontent.ToXContent
org.elasticsearch.common.xcontent.ToXContent.DelegatingMapParams, org.elasticsearch.common.xcontent.ToXContent.MapParams, org.elasticsearch.common.xcontent.ToXContent.Params
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Field Summary
Modifier and TypeFieldDescriptionstatic org.elasticsearch.common.xcontent.ParseField
static org.elasticsearch.common.xcontent.ParseField
static org.elasticsearch.common.xcontent.ParseField
static org.elasticsearch.common.xcontent.ParseField
static String
static org.elasticsearch.common.xcontent.ConstructingObjectParser<TargetMeanEncoding,Void>
static org.elasticsearch.common.xcontent.ParseField
Fields inherited from interface org.elasticsearch.common.xcontent.ToXContent
EMPTY_PARAMS
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Method Summary
Modifier and TypeMethodDescriptionboolean
static TargetMeanEncoding
fromXContent(org.elasticsearch.common.xcontent.XContentParser parser)
double
getField()
getName()
int
hashCode()
org.elasticsearch.common.xcontent.XContentBuilder
toXContent(org.elasticsearch.common.xcontent.XContentBuilder builder, org.elasticsearch.common.xcontent.ToXContent.Params params)
Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, toString, wait, wait, wait
Methods inherited from interface org.elasticsearch.common.xcontent.ToXContentObject
isFragment
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Field Details
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NAME
- See Also:
- Constant Field Values
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FIELD
public static final org.elasticsearch.common.xcontent.ParseField FIELD -
FEATURE_NAME
public static final org.elasticsearch.common.xcontent.ParseField FEATURE_NAME -
TARGET_MAP
public static final org.elasticsearch.common.xcontent.ParseField TARGET_MAP -
DEFAULT_VALUE
public static final org.elasticsearch.common.xcontent.ParseField DEFAULT_VALUE -
CUSTOM
public static final org.elasticsearch.common.xcontent.ParseField CUSTOM -
PARSER
public static final org.elasticsearch.common.xcontent.ConstructingObjectParser<TargetMeanEncoding,Void> PARSER
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Method Details
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fromXContent
public static TargetMeanEncoding fromXContent(org.elasticsearch.common.xcontent.XContentParser parser) -
getField
- Returns:
- Field name on which to target mean encode
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getMeanMap
- Returns:
- Map of Value: targetMean for the target mean encoding
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getDefaultValue
public double getDefaultValue()- Returns:
- The default value to set when a previously unobserved value is seen
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getFeatureName
- Returns:
- The feature name for the encoded value
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getCustom
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getName
- Specified by:
getName
in interfaceNamedXContentObject
- Specified by:
getName
in interfacePreProcessor
- Returns:
- The name of the pre-processor
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toXContent
public org.elasticsearch.common.xcontent.XContentBuilder toXContent(org.elasticsearch.common.xcontent.XContentBuilder builder, org.elasticsearch.common.xcontent.ToXContent.Params params) throws IOException- Specified by:
toXContent
in interfaceorg.elasticsearch.common.xcontent.ToXContent
- Throws:
IOException
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equals
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hashCode
public int hashCode() -
builder
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