Documentation

Logistic Regression

@statili/forge ·v0.0.2-beta.0 ·1 export

# logisticFacts function

packages/forge/src/regression/logistic.ts:85

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logisticFacts(options: LogisticFactOptions, statsResult: MultiRegressionResult): FactResult

Generates facts from a binary logistic regression result.

Emits model.logistic, one effect.feature per predictor (with odds multipliers), effect.boundary, fit.quality on the McFadden pseudo-R² scale, and caveats for low accuracy and small samples.

No fit.error: RMSE on a 0/1 outcome is not a meaningful error measure.

Parameters

Name	Type	Description
options	LogisticFactOptions	—
statsResult	MultiRegressionResult	—

Returns

FactResult