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Interface: OrientPairFitDto

@kortexya/reasoninglayer


@kortexya/reasoninglayer / Statistical / OrientPairFitDto

Interface: OrientPairFitDto

Defined in: src/types/statistical.ts:274

A single candidate-direction fit of the additive-noise model.

Properties

independent

independent: boolean

Defined in: src/types/statistical.ts:276

Whether residuals are treated as independent at alpha.


model

model: string

Defined in: src/types/statistical.ts:278

Model description.


predictor

predictor: string

Defined in: src/types/statistical.ts:282

Predictor variable used in this candidate direction.


pValue

pValue: number

Defined in: src/types/statistical.ts:280

Permutation-test p-value.


residualDependenceScore

residualDependenceScore: number

Defined in: src/types/statistical.ts:286

Biased HSIC residual-dependence statistic.


residualStd

residualStd: number

Defined in: src/types/statistical.ts:288

Residual standard deviation on standardized values.


rSquared

rSquared: number

Defined in: src/types/statistical.ts:284

Polynomial regression R^2 on standardized values.


target

target: string

Defined in: src/types/statistical.ts:290

Target variable in this candidate direction.