@astermind/astermind-synth/dist/omegasynth/scripts/validateModel.d.ts

OmegaSynth - Label-Conditioned Synthetic Data Generator for AsterMind ELM/KELM Pipelines

/**
 * Validate OmegaSynth model on validation dataset
 */
import { OmegaSynth } from '../OmegaSynth';
import { ModelMetrics } from '../evaluation/Metrics';
export interface ValidationConfig {
    model: OmegaSynth;
    validationFile: string;
    samplesPerLabel?: number;
}
export interface ValidationResult {
    metrics: ModelMetrics;
    passed: boolean;
    threshold?: {
        minDiversity: number;
        minValidFormatRate: number;
    };
}
/**
 * Validate the model on validation dataset
 */
export declare function validateModel(config: ValidationConfig): Promise<ValidationResult>;
/**
 * Save validation results
 */
export declare function saveValidationResults(result: ValidationResult, outputDir: string): Promise<{
    metricsPath: string;
    reportPath: string;
}>;