/**
 * Training data for BitNet resource type classifier
 *
 * Maps resource types from AWS, GCP, Azure, OCI to verification categories
 */
import type { VerificationCategory } from './categories.js';
export interface TrainingExample {
    resourceType: string;
    category: VerificationCategory;
}
export declare const TRAINING_DATA: TrainingExample[];
/**
 * Get category distribution for validation
 */
export declare function getCategoryDistribution(): Record<VerificationCategory, number>;
/**
 * Split data into train/test sets
 */
export declare function splitTrainTest(data: TrainingExample[], testRatio?: number): {
    train: TrainingExample[];
    test: TrainingExample[];
};
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