import { ModelMetrics } from '../types/model';

export function calculateMetricsDerivatives(metrics: ModelMetrics) {
  const errorRatePercentage = (1 - metrics.accuracy) * 100;
  
  return {
    accuracyPercentage: metrics.accuracy * 100,
    precisionPercentage: metrics.precision * 100,
    recallPercentage: metrics.recall * 100,
    f1ScorePercentage: metrics.f1_score * 100,
    errorRatePercentage,
  };
}