Amazonka.FraudDetector.Types.VariableImpactExplanation

Documentation

data VariableImpactExplanation

The details of the event variable's impact on the prediction score.

See: newVariableImpactExplanation smart constructor.

Constructors

VariableImpactExplanation'

Fields

• eventVariableName :: Maybe Text

  The event variable name.

• logOddsImpact :: Maybe Double

  The raw, uninterpreted value represented as log-odds of the fraud. These values are usually between -10 to +10, but range from - infinity to + infinity.

  • A positive value indicates that the variable drove the risk score up.
  • A negative value indicates that the variable drove the risk score down.
• relativeImpact :: Maybe Text

  The event variable's relative impact in terms of magnitude on the prediction scores. The relative impact values consist of a numerical rating (0-5, 5 being the highest) and direction (increased/decreased) impact of the fraud risk.

Instances

FromJSON VariableImpactExplanation

Defined in Amazonka.FraudDetector.Types.VariableImpactExplanation

Methods

parseJSON :: Value -> Parser VariableImpactExplanation

parseJSONList :: Value -> Parser [VariableImpactExplanation]

Generic VariableImpactExplanation

Defined in Amazonka.FraudDetector.Types.VariableImpactExplanation

Associated Types

type Rep VariableImpactExplanation :: Type -> Type

Methods

from :: VariableImpactExplanation -> Rep VariableImpactExplanation x

to :: Rep VariableImpactExplanation x -> VariableImpactExplanation

Read VariableImpactExplanation

Defined in Amazonka.FraudDetector.Types.VariableImpactExplanation

Methods

readsPrec :: Int -> ReadS VariableImpactExplanation

readList :: ReadS [VariableImpactExplanation]

readPrec :: ReadPrec VariableImpactExplanation

readListPrec :: ReadPrec [VariableImpactExplanation]

Show VariableImpactExplanation

Defined in Amazonka.FraudDetector.Types.VariableImpactExplanation

Methods

showsPrec :: Int -> VariableImpactExplanation -> ShowS

show :: VariableImpactExplanation -> String

showList :: [VariableImpactExplanation] -> ShowS

NFData VariableImpactExplanation

Defined in Amazonka.FraudDetector.Types.VariableImpactExplanation

Methods

rnf :: VariableImpactExplanation -> ()

Eq VariableImpactExplanation

Defined in Amazonka.FraudDetector.Types.VariableImpactExplanation

Methods

(==) :: VariableImpactExplanation -> VariableImpactExplanation -> Bool

(/=) :: VariableImpactExplanation -> VariableImpactExplanation -> Bool

Hashable VariableImpactExplanation

Defined in Amazonka.FraudDetector.Types.VariableImpactExplanation

Methods

hashWithSalt :: Int -> VariableImpactExplanation -> Int

hash :: VariableImpactExplanation -> Int

type Rep VariableImpactExplanation

Defined in Amazonka.FraudDetector.Types.VariableImpactExplanation

type Rep VariableImpactExplanation = D1 ('MetaData "VariableImpactExplanation" "Amazonka.FraudDetector.Types.VariableImpactExplanation" "amazonka-frauddetector-2.0-CdXFXtLV8DgKo4Kta7Jw61" 'False) (C1 ('MetaCons "VariableImpactExplanation'" 'PrefixI 'True) (S1 ('MetaSel ('Just "eventVariableName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "logOddsImpact") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double)) :*: S1 ('MetaSel ('Just "relativeImpact") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)))))

newVariableImpactExplanation :: VariableImpactExplanation

Create a value of VariableImpactExplanation with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:eventVariableName:VariableImpactExplanation', variableImpactExplanation_eventVariableName - The event variable name.

$sel:logOddsImpact:VariableImpactExplanation', variableImpactExplanation_logOddsImpact - The raw, uninterpreted value represented as log-odds of the fraud. These values are usually between -10 to +10, but range from - infinity to + infinity.

• A positive value indicates that the variable drove the risk score up.
• A negative value indicates that the variable drove the risk score down.

$sel:relativeImpact:VariableImpactExplanation', variableImpactExplanation_relativeImpact - The event variable's relative impact in terms of magnitude on the prediction scores. The relative impact values consist of a numerical rating (0-5, 5 being the highest) and direction (increased/decreased) impact of the fraud risk.

variableImpactExplanation_eventVariableName :: Lens' VariableImpactExplanation (Maybe Text)

The event variable name.

variableImpactExplanation_logOddsImpact :: Lens' VariableImpactExplanation (Maybe Double)

The raw, uninterpreted value represented as log-odds of the fraud. These values are usually between -10 to +10, but range from - infinity to + infinity.

• A positive value indicates that the variable drove the risk score up.
• A negative value indicates that the variable drove the risk score down.

variableImpactExplanation_relativeImpact :: Lens' VariableImpactExplanation (Maybe Text)

The event variable's relative impact in terms of magnitude on the prediction scores. The relative impact values consist of a numerical rating (0-5, 5 being the highest) and direction (increased/decreased) impact of the fraud risk.