Interface LearningProgress

Learning progress metrics.

interface LearningProgress {
    explorationRate: number;
    explorationRateTrend: number;
    cumulativeRegret: number;
    avgRegret: number;
    optimalRate: number;
    featureImportance: readonly { feature: string; importance: number }[];
    convergenceScore: number;
}

Index

Properties

explorationRate explorationRateTrend cumulativeRegret avgRegret optimalRate featureImportance convergenceScore

Properties

`Readonly`explorationRate

explorationRate: number

LinUCB exploration rate over time

`Readonly`explorationRateTrend

explorationRateTrend: number

`Readonly`cumulativeRegret

cumulativeRegret: number

Cumulative regret

`Readonly`avgRegret

avgRegret: number

`Readonly`optimalRate

optimalRate: number

Optimal decision rate

`Readonly`featureImportance

featureImportance: readonly { feature: string; importance: number }[]

Feature importance ranking

`Readonly`convergenceScore

convergenceScore: number

Learning convergence metric (0-1, 1 = converged)