import { IConfusionMatrix } from '@microsoft/bf-dispatcher';
import { MultiLabelObjectConfusionMatrixExact } from '@microsoft/bf-dispatcher';
import { MultiLabelObjectConfusionMatrixSubset } from '@microsoft/bf-dispatcher';
import { ILabelArrayAndMap } from '@microsoft/bf-dispatcher';
import { Example } from '@microsoft/bf-dispatcher';
import { Label } from '@microsoft/bf-dispatcher';
import { PredictionStructure } from '@microsoft/bf-dispatcher';
import { PredictionStructureWithPluralEvaluationLabelObject } from '@microsoft/bf-dispatcher';
import { PredictionStructureWithPluralEvaluationLabelString } from '@microsoft/bf-dispatcher';
import { PredictionStructureWithScore } from '@microsoft/bf-dispatcher';
import { PredictionStructureWithScoreLabelString } from '@microsoft/bf-dispatcher';
import { PredictionStructureWithScoreLabelObject } from '@microsoft/bf-dispatcher';
import { Result } from '@microsoft/bf-dispatcher';
import { StructTextLabelObjects } from '@microsoft/bf-dispatcher';
import { StructTextLabelStrings } from '@microsoft/bf-dispatcher';
import { StructNumberNumber } from '@microsoft/bf-dispatcher';
import { StructTextNumber } from '@microsoft/bf-dispatcher';
import { StructTextStringSet } from '@microsoft/bf-dispatcher';
import { StructTextText } from '@microsoft/bf-dispatcher';
import { AxiosRequestConfig } from 'axios';
export declare class Utility {
    static toPrintDebuggingLogToConsole: boolean;
    static toPrintDetailedDebuggingLogToConsole: boolean;
    static toObfuscateLabelTextInReportUtility: boolean;
    static NumberOfInstancesPerProgressDisplayBatch: number;
    static NumberOfInstancesPerProgressDisplayBatchForIntent: number;
    static NumberOfInstancesPerProgressDisplayBatchForEntity: number;
    static readonly DefaultAmbiguousClosenessThresholdParameter: number;
    static readonly DefaultLowConfidenceScoreThresholdParameter: number;
    static readonly DefaultMultiLabelPredictionThresholdParameter: number;
    static readonly DefaultUnknownLabelPredictionThresholdParameter: number;
    static StringLabelConfusionMatrixToIncludeTrueNegatives: boolean;
    static ObjectLabelConfusionMatrixToIncludeTrueNegatives: boolean;
    static readonly UnknownLabel: string;
    static readonly UnknownLabelSet: Set<string>;
    static readonly ColumnNameMicroAverageRaw: string;
    static readonly ColumnNameMicroAverage: string;
    static readonly DescriptionMicroAverage: string;
    static readonly ColumnNameMicroFirstQuartile: string;
    static readonly DescriptionMicroFirstQuartile: string;
    static readonly ColumnNameMicroMedian: string;
    static readonly DescriptionMicroMedian: string;
    static readonly ColumnNameMicroThirdQuartile: string;
    static readonly DescriptionMicroThirdQuartile: string;
    static readonly ColumnNameMacroFirstQuartile: string;
    static readonly DescriptionMacroFirstQuartile: string;
    static readonly ColumnNameMacroMedian: string;
    static readonly DescriptionMacroMedian: string;
    static readonly ColumnNameMacroThirdQuartile: string;
    static readonly DescriptionMacroThirdQuartile: string;
    static readonly ColumnNameSummationMicroAverageRaw: string;
    static readonly ColumnNameSummationMicroAverage: string;
    static readonly DescriptionSummationMicroAverage: string;
    static readonly ColumnNameMacroAverageRaw: string;
    static readonly ColumnNameMacroAverage: string;
    static readonly DescriptionMacroAverage: string;
    static readonly ColumnNameSummationMacroAverage: string;
    static readonly DescriptionSummationMacroAverage: string;
    static readonly ColumnNamePositiveSupportMacroAverage: string;
    static readonly DescriptionPositiveSupportMacroAverage: string;
    static readonly ColumnNamePositiveSupportSummationMacroAverage: string;
    static readonly DescriptionPositiveSupportSummationMacroAverage: string;
    static readonly ColumnNameWeightedMacroAverage: string;
    static readonly DescriptionWeightedMacroAverage: string;
    static readonly ColumnNameWeightedSummationMacroAverage: string;
    static readonly DescriptionWeightedSummationMacroAverage: string;
    static readonly ColumnNameMultiLabelExactAggregate: string;
    static readonly DescriptionMultiLabelExactAggregate: string;
    static readonly ColumnNameMultiLabelSubsetAggregate: string;
    static readonly DescriptionMultiLabelSubsetAggregate: string;
    static processUtteranceMultiLabelTsv(lines: string[], utteranceLabelsMap: Map<string, Set<string>>, utterancesLabelsPredictedMap: Map<string, Set<string>>, utteranceLabelDuplicateMap: Map<string, Set<string>>, utteranceLabelDuplicatePredictedMap: Map<string, Set<string>>, utteranceIndex?: number, labelsIndex?: number, labelsPredictedIndex?: number): boolean;
    static addToMultiLabelUtteranceStructure(utterance: string, label: string, utteranceLabelsMap: Map<string, Set<string>>, utteranceLabelDuplicateMap: Map<string, Set<string>>): void;
    static addIfNewLabel(newLabel: string, labels: Set<string>): boolean;
    static parseInputLabelEntryIntoInputLabelContainerArray(modelLabels: string[], inputLabelEntry: string, inputLabelContainerArray: string[]): string;
    static generateAssessmentLabelObjectEvaluationReport(groundTruthSetLabels: string[], predictionSetEntityLabelSet: Set<string>, groundTruthSetUtteranceEntityLabelsMap: Map<string, Label[]>, groundTruthSetUtteranceEntityLabelDuplicateMap: Map<string, Label[]>, predictionSetUtteranceEntityLabelsMap: Map<string, Label[]>, predictionSetUtteranceEntityLabelDuplicateMap: Map<string, Label[]>): {
        'evaluationReportGroundTruthSetLabelUtteranceStatistics': {
            'evaluationSummary': string;
            'labelArrayAndMap': ILabelArrayAndMap;
            'labelStatisticsAndHtmlTable': {
                'labelUtterancesMap': Map<string, Set<string>>;
                'labelUtterancesTotal': number;
                'labelStatistics': string[][];
                'labelStatisticsHtml': string;
            };
            'utteranceStatisticsAndHtmlTable': {
                'utteranceStatisticsMap': Map<number, number>;
                'utteranceStatistics': StructTextNumber[];
                'utteranceCount': number;
                'utteranceStatisticsHtml': string;
            };
            /** ---- NOTE-SPURIOUS-PLACE-HOLDER ----
             *  'spuriousLabelStatisticsAndHtmlTable': {
             *    'spuriousLabelUtterancesMap': Array<StructTextLabelObjects>;
             *    'spuriousLabelUtterancesTotal': number;
             *    'spuriousLabelStatistics': string[][];
             *    'spuriousLabelStatisticsHtml': string; };
             */
            'utterancesMultiLabelArrays': StructTextText[];
            'utterancesMultiLabelArraysHtml': string;
            'utteranceLabelDuplicateHtml': string;
        };
        'evaluationReportPredictionSetLabelUtteranceStatistics': {
            'evaluationSummary': string;
            'labelArrayAndMap': ILabelArrayAndMap;
            'labelStatisticsAndHtmlTable': {
                'labelUtterancesMap': Map<string, Set<string>>;
                'labelUtterancesTotal': number;
                'labelStatistics': string[][];
                'labelStatisticsHtml': string;
            };
            'utteranceStatisticsAndHtmlTable': {
                'utteranceStatisticsMap': Map<number, number>;
                'utteranceStatistics': StructTextNumber[];
                'utteranceCount': number;
                'utteranceStatisticsHtml': string;
            };
            /** ---- NOTE-SPURIOUS-PLACE-HOLDER ----
             *  'spuriousLabelStatisticsAndHtmlTable': {
             *    'spuriousLabelUtterancesMap': Array<StructTextLabelObjects>;
             *    'spuriousLabelUtterancesTotal': number;
             *    'spuriousLabelStatistics': string[][];
             *    'spuriousLabelStatisticsHtml': string; };
             */
            'utterancesMultiLabelArrays': StructTextText[];
            'utterancesMultiLabelArraysHtml': string;
            'utteranceLabelDuplicateHtml': string;
        };
        'evaluationReportSpuriousPredictions': {
            'evaluationSummary': string;
            'spuriousPredictions': StructTextLabelObjects[];
        };
        'evaluationReportAnalyses': {
            'evaluationSummary': string;
            'misclassifiedAnalysis': {
                'predictingMisclassifiedUtterancesArrays': string[][];
                'predictingMisclassifiedUtterancesArraysHtml': string;
                'predictingMisclassifiedUtterancesSimpleArrays': string[][];
            };
            'confusionMatrixAnalysis': {
                'confusionMatrix': IConfusionMatrix;
                'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
                'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
                'predictingConfusionMatrixOutputLines': string[][];
                'confusionMatrixMetricsHtml': string;
                'confusionMatrixAverageMetricsHtml': string;
                'confusionMatrixAverageDescriptionMetricsHtml': string;
            };
        };
        'predictionStructureWithPluralEvaluationLabelObjectArray': PredictionStructureWithPluralEvaluationLabelObject[];
    };
    static generateAssessmentLabelObjectEvaluationReportSpuriousPredictions(evaluationSummary: string, groundTruthSetUtteranceEntityLabelsMap: Map<string, Label[]>, predictionSetUtteranceEntityLabelsMap: Map<string, Label[]>): {
        'evaluationSummary': string;
        'spuriousPredictions': StructTextLabelObjects[];
    };
    static generateAssessmentLabelObjectEvaluationReportLabelUtteranceStatistics(evaluationSummary: string, dataSetLabels: string[], utteranceEntityLabelsMap: Map<string, Label[]>, utteranceEntityLabelDuplicateMap: Map<string, Label[]>, evaluationSummaryTagEntityLabelUtteranceStatistics: string, evaluationSummaryTagUtteranceDuplicates: string, ensureUnknownLabelInLabelArrayAndMap: boolean): {
        'evaluationSummary': string;
        'labelArrayAndMap': ILabelArrayAndMap;
        'labelStatisticsAndHtmlTable': {
            'labelUtterancesMap': Map<string, Set<string>>;
            'labelUtterancesTotal': number;
            'labelStatistics': string[][];
            'labelStatisticsHtml': string;
        };
        'utteranceStatisticsAndHtmlTable': {
            'utteranceStatisticsMap': Map<number, number>;
            'utteranceStatistics': StructTextNumber[];
            'utteranceCount': number;
            'utteranceStatisticsHtml': string;
        };
        /** ---- NOTE-SPURIOUS-PLACE-HOLDER ----
         *  'spuriousLabelStatisticsAndHtmlTable': {
         *    'spuriousLabelUtterancesMap': Array<StructTextLabelObjects>;
         *    'spuriousLabelUtterancesTotal': number;
         *    'spuriousLabelStatistics': string[][];
         *    'spuriousLabelStatisticsHtml': string; };
         */
        'utterancesMultiLabelArrays': StructTextText[];
        'utterancesMultiLabelArraysHtml': string;
        'utteranceLabelDuplicateHtml': string;
    };
    static convertUtteranceEntityLabelsMap(utteranceEntityLabelsMap: Map<string, Label[]>): Map<string, Set<string>>;
    static generateAssessmentLabelObjectEvaluationReportAnalyses(evaluationSummary: string, predictionStructureWithPluralEvaluationLabelObjectArray: PredictionStructureWithPluralEvaluationLabelObject[], labelArrayAndMap: ILabelArrayAndMap): {
        'evaluationSummary': string;
        'misclassifiedAnalysis': {
            'predictingMisclassifiedUtterancesArrays': string[][];
            'predictingMisclassifiedUtterancesArraysHtml': string;
            'predictingMisclassifiedUtterancesSimpleArrays': string[][];
        };
        'confusionMatrixAnalysis': {
            'confusionMatrix': IConfusionMatrix;
            'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
            'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
            'predictingConfusionMatrixOutputLines': string[][];
            'confusionMatrixMetricsHtml': string;
            'confusionMatrixAverageMetricsHtml': string;
            'confusionMatrixAverageDescriptionMetricsHtml': string;
        };
    };
    static generateAssessmentLabelObjectMisclassifiedStatisticsAndHtmlTable(predictionStructureWithPluralEvaluationLabelObjectArray: PredictionStructureWithPluralEvaluationLabelObject[]): {
        'predictingMisclassifiedUtterancesArrays': string[][];
        'predictingMisclassifiedUtterancesArraysHtml': string;
        'predictingMisclassifiedUtterancesSimpleArrays': string[][];
    };
    static generateAssessmentLabelObjectConfusionMatrixMetricsAndHtmlTable(predictionStructureWithPluralEvaluationLabelObjectArray: PredictionStructureWithPluralEvaluationLabelObject[], labelArrayAndMap: ILabelArrayAndMap): {
        'confusionMatrix': IConfusionMatrix;
        'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
        'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
        'predictingConfusionMatrixOutputLines': string[][];
        'confusionMatrixMetricsHtml': string;
        'confusionMatrixAverageMetricsHtml': string;
        'confusionMatrixAverageDescriptionMetricsHtml': string;
    };
    static assessLabelObjectSpuriousPredictions(groundTruthSetUtteranceLabelsMap: Map<string, Label[]>, predictionSetUtteranceLabelsMap: Map<string, Label[]>): StructTextLabelObjects[];
    static assessLabelObjectPredictions(groundTruthSetUtteranceLabelsMap: Map<string, Label[]>, predictionSetUtteranceLabelsMap: Map<string, Label[]>, labelArrayAndMap: ILabelArrayAndMap): PredictionStructureWithPluralEvaluationLabelObject[];
    static evaluateLabelObjectPrediction(groundTruths: Label[], predictions: Label[]): number[];
    static createEmptyLabelStringUnknownSpuriousLabelsStructure(): {
        'utteranceUnknownLabelsMap': Map<string, Set<string>>;
        'utteranceUnknownLabelDuplicateMap': Map<string, Set<string>>;
        'utteranceSpuriousLabelsMap': Map<string, Set<string>>;
        'utteranceSpuriousLabelDuplicateMap': Map<string, Set<string>>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    };
    static EmptyLabelStringUnknownSpuriousLabelsStructure: {
        'utteranceUnknownLabelsMap': Map<string, Set<string>>;
        'utteranceUnknownLabelDuplicateMap': Map<string, Set<string>>;
        'utteranceSpuriousLabelsMap': Map<string, Set<string>>;
        'utteranceSpuriousLabelDuplicateMap': Map<string, Set<string>>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    };
    static createEmptyLabelObjectUnknownSpuriousLabelsStructure(): {
        'utteranceUnknownEntityLabelsMap': Map<string, Label[]>;
        'utteranceUnknownEntityLabelDuplicateMap': Map<string, Label[]>;
        'utteranceSpuriousEntityLabelsMap': Map<string, Label[]>;
        'utteranceSpuriousEntityLabelDuplicateMap': Map<string, Label[]>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    };
    static EmptyLabelObjectUnknownSpuriousLabelsStructure: {
        'utteranceUnknownEntityLabelsMap': Map<string, Label[]>;
        'utteranceUnknownEntityLabelDuplicateMap': Map<string, Label[]>;
        'utteranceSpuriousEntityLabelsMap': Map<string, Label[]>;
        'utteranceSpuriousEntityLabelDuplicateMap': Map<string, Label[]>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    };
    static generateAssessmentEvaluationReportFiles(stringArray: string[], evaluationSummary: string, labelsOutputFilename: string, evaluationSetSummaryOutputFilename: string): void;
    static generateAssessmentEvaluationReport(groundTruthSetLabels: string[], predictionSetLabelSet: Set<string>, groundTruthSetUtteranceLabelsMap: Map<string, Set<string>>, groundTruthSetUtteranceLabelDuplicateMap: Map<string, Set<string>>, predictionSetUtteranceLabelsMap: Map<string, Set<string>>, predictionSetUtteranceLabelDuplicateMap: Map<string, Set<string>>): {
        'evaluationReportGroundTruthSetLabelUtteranceStatistics': {
            'evaluationSummary': string;
            'labelArrayAndMap': ILabelArrayAndMap;
            'labelStatisticsAndHtmlTable': {
                'labelUtterancesMap': Map<string, Set<string>>;
                'labelUtterancesTotal': number;
                'labelStatistics': string[][];
                'labelStatisticsHtml': string;
            };
            'utteranceStatisticsAndHtmlTable': {
                'utteranceStatisticsMap': Map<number, number>;
                'utteranceStatistics': StructTextNumber[];
                'utteranceCount': number;
                'utteranceStatisticsHtml': string;
            };
            /** ---- NOTE-SPURIOUS-PLACE-HOLDER ----
             *  'spuriousLabelStatisticsAndHtmlTable': {
             *    'spuriousLabelUtterancesMap': StructTextStringSet[];
             *    'spuriousLabelUtterancesTotal': number;
             *    'spuriousLabelStatistics': string[][];
             *    'spuriousLabelStatisticsHtml': string; };
             */
            'utterancesMultiLabelArrays': StructTextText[];
            'utterancesMultiLabelArraysHtml': string;
            'utteranceLabelDuplicateHtml': string;
        };
        'evaluationReportPredictionSetLabelUtteranceStatistics': {
            'evaluationSummary': string;
            'labelArrayAndMap': ILabelArrayAndMap;
            'labelStatisticsAndHtmlTable': {
                'labelUtterancesMap': Map<string, Set<string>>;
                'labelUtterancesTotal': number;
                'labelStatistics': string[][];
                'labelStatisticsHtml': string;
            };
            'utteranceStatisticsAndHtmlTable': {
                'utteranceStatisticsMap': Map<number, number>;
                'utteranceStatistics': StructTextNumber[];
                'utteranceCount': number;
                'utteranceStatisticsHtml': string;
            };
            /** ---- NOTE-SPURIOUS-PLACE-HOLDER ----
             *  'spuriousLabelStatisticsAndHtmlTable': {
             *    'spuriousLabelUtterancesMap': StructTextStringSet[];
             *    'spuriousLabelUtterancesTotal': number;
             *    'spuriousLabelStatistics': string[][];
             *    'spuriousLabelStatisticsHtml': string; };
             */
            'utterancesMultiLabelArrays': StructTextText[];
            'utterancesMultiLabelArraysHtml': string;
            'utteranceLabelDuplicateHtml': string;
        };
        'evaluationReportSpuriousPredictions': {
            'evaluationSummary': string;
            'spuriousPredictions': StructTextLabelStrings[];
        };
        'evaluationReportAnalyses': {
            'evaluationSummary': string;
            'misclassifiedAnalysis': {
                'predictingMisclassifiedUtterancesArrays': string[][];
                'predictingMisclassifiedUtterancesArraysHtml': string;
                'predictingMisclassifiedUtterancesSimpleArrays': string[][];
            };
            'confusionMatrixAnalysis': {
                'confusionMatrix': IConfusionMatrix;
                'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
                'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
                'predictingConfusionMatrixOutputLines': string[][];
                'confusionMatrixMetricsHtml': string;
                'confusionMatrixAverageMetricsHtml': string;
                'confusionMatrixAverageDescriptionMetricsHtml': string;
            };
        };
        'predictionStructureWithPluralEvaluationLabelStringArray': PredictionStructureWithPluralEvaluationLabelString[];
    };
    static generateAssessmentMultiLabelIntentEvaluationReportSpuriousPredictions(evaluationSummary: string, groundTruthSetUtteranceLabelsMap: Map<string, Set<string>>, predictionSetUtteranceLabelsMap: Map<string, Set<string>>): {
        'evaluationSummary': string;
        'spuriousPredictions': StructTextLabelStrings[];
    };
    static generateAssessmentEvaluationReportAnalyses(evaluationSummary: string, predictionStructureWithPluralEvaluationLabelStringArray: PredictionStructureWithPluralEvaluationLabelString[], labelArrayAndMap: ILabelArrayAndMap): {
        'evaluationSummary': string;
        'misclassifiedAnalysis': {
            'predictingMisclassifiedUtterancesArrays': string[][];
            'predictingMisclassifiedUtterancesArraysHtml': string;
            'predictingMisclassifiedUtterancesSimpleArrays': string[][];
        };
        'confusionMatrixAnalysis': {
            'confusionMatrix': IConfusionMatrix;
            'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
            'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
            'predictingConfusionMatrixOutputLines': string[][];
            'confusionMatrixMetricsHtml': string;
            'confusionMatrixAverageMetricsHtml': string;
            'confusionMatrixAverageDescriptionMetricsHtml': string;
        };
    };
    static generateAssessmentMisclassifiedStatisticsAndHtmlTable(predictionStructureWithPluralEvaluationLabelStringArray: PredictionStructureWithPluralEvaluationLabelString[]): {
        'predictingMisclassifiedUtterancesArrays': string[][];
        'predictingMisclassifiedUtterancesArraysHtml': string;
        'predictingMisclassifiedUtterancesSimpleArrays': string[][];
    };
    static generateAssessmentConfusionMatrixMetricsAndHtmlTable<TL>(predictionStructureArray: PredictionStructure<TL>[], labelArrayAndMap: ILabelArrayAndMap): {
        'confusionMatrix': IConfusionMatrix;
        'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
        'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
        'predictingConfusionMatrixOutputLines': string[][];
        'confusionMatrixMetricsHtml': string;
        'confusionMatrixAverageMetricsHtml': string;
        'confusionMatrixAverageDescriptionMetricsHtml': string;
    };
    static generateAssessmentConfusionMatrixMetricsAndHtmlTableWithConfusionMatrices(confusionMatrix: IConfusionMatrix, multiLabelObjectConfusionMatrixExact: MultiLabelObjectConfusionMatrixExact, multiLabelObjectConfusionMatrixSubset: MultiLabelObjectConfusionMatrixSubset, labelArrayAndMap: ILabelArrayAndMap): {
        'confusionMatrix': IConfusionMatrix;
        'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
        'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
        'predictingConfusionMatrixOutputLines': string[][];
        'confusionMatrixMetricsHtml': string;
        'confusionMatrixAverageMetricsHtml': string;
        'confusionMatrixAverageDescriptionMetricsHtml': string;
    };
    static assessMultiLabelIntentSpuriousPredictions(groundTruthSetUtteranceLabelsMap: Map<string, Set<string>>, predictionSetUtteranceLabelsMap: Map<string, Set<string>>): StructTextStringSet[];
    static assessMultiLabelIntentPredictions(groundTruthSetUtteranceLabelsMap: Map<string, Set<string>>, predictionSetUtteranceLabelsMap: Map<string, Set<string>>, labelArrayAndMap: ILabelArrayAndMap): PredictionStructureWithPluralEvaluationLabelString[];
    static createEmptyLabelStringEvaluationReport(): {
        'evaluationReportLabelUtteranceStatistics': {
            'evaluationSummary': string;
            'labelArrayAndMap': ILabelArrayAndMap;
            'labelStatisticsAndHtmlTable': {
                'labelUtterancesMap': Map<string, Set<string>>;
                'labelUtterancesTotal': number;
                'labelStatistics': string[][];
                'labelStatisticsHtml': string;
            };
            'utteranceStatisticsAndHtmlTable': {
                'utteranceStatisticsMap': Map<number, number>;
                'utteranceStatistics': StructTextNumber[];
                'utteranceCount': number;
                'utteranceStatisticsHtml': string;
            };
            'spuriousLabelStatisticsAndHtmlTable': {
                'spuriousLabelUtterancesMap': StructTextStringSet[];
                'spuriousLabelUtterancesTotal': number;
                'spuriousLabelStatistics': string[][];
                'spuriousLabelStatisticsHtml': string;
            };
            'utterancesMultiLabelArrays': StructTextText[];
            'utterancesMultiLabelArraysHtml': string;
            'utteranceLabelDuplicateHtml': string;
        };
        'evaluationReportAnalyses': {
            'evaluationSummary': string;
            'ambiguousAnalysis': {
                'scoringAmbiguousUtterancesArrays': string[][];
                'scoringAmbiguousUtterancesArraysHtml': string;
                'scoringAmbiguousUtteranceSimpleArrays': string[][];
            };
            'misclassifiedAnalysis': {
                'scoringMisclassifiedUtterancesArrays': string[][];
                'scoringMisclassifiedUtterancesArraysHtml': string;
                'scoringMisclassifiedUtterancesSimpleArrays': string[][];
            };
            'lowConfidenceAnalysis': {
                'scoringLowConfidenceUtterancesArrays': string[][];
                'scoringLowConfidenceUtterancesArraysHtml': string;
                'scoringLowConfidenceUtterancesSimpleArrays': string[][];
            };
            'confusionMatrixAnalysis': {
                'confusionMatrix': IConfusionMatrix;
                'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
                'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
                'predictingConfusionMatrixOutputLines': string[][];
                'confusionMatrixMetricsHtml': string;
                'confusionMatrixAverageMetricsHtml': string;
                'confusionMatrixAverageDescriptionMetricsHtml': string;
            };
        };
        'predictionStructureWithScoreLabelStringArray': PredictionStructureWithScoreLabelString[];
        'scoreOutputLines': string[][];
        'groundTruthJsonContent': string;
        'predictionJsonContent': string;
    };
    static createEmptyLabelObjectEvaluationReport(): {
        'evaluationReportLabelUtteranceStatistics': {
            'evaluationSummary': string;
            'labelArrayAndMap': ILabelArrayAndMap;
            'labelStatisticsAndHtmlTable': {
                'labelUtterancesMap': Map<string, Set<string>>;
                'labelUtterancesTotal': number;
                'labelStatistics': string[][];
                'labelStatisticsHtml': string;
            };
            'utteranceStatisticsAndHtmlTable': {
                'utteranceStatisticsMap': Map<number, number>;
                'utteranceStatistics': StructTextNumber[];
                'utteranceCount': number;
                'utteranceStatisticsHtml': string;
            };
            'spuriousLabelStatisticsAndHtmlTable': {
                'spuriousLabelUtterancesMap': StructTextStringSet[];
                'spuriousLabelUtterancesTotal': number;
                'spuriousLabelStatistics': string[][];
                'spuriousLabelStatisticsHtml': string;
            };
            'utterancesMultiLabelArrays': StructTextText[];
            'utterancesMultiLabelArraysHtml': string;
            'utteranceLabelDuplicateHtml': string;
        };
        'evaluationReportAnalyses': {
            'evaluationSummary': string;
            'ambiguousAnalysis': {
                'scoringAmbiguousUtterancesArrays': string[][];
                'scoringAmbiguousUtterancesArraysHtml': string;
                'scoringAmbiguousUtteranceSimpleArrays': string[][];
            };
            'misclassifiedAnalysis': {
                'scoringMisclassifiedUtterancesArrays': string[][];
                'scoringMisclassifiedUtterancesArraysHtml': string;
                'scoringMisclassifiedUtterancesSimpleArrays': string[][];
            };
            'lowConfidenceAnalysis': {
                'scoringLowConfidenceUtterancesArrays': string[][];
                'scoringLowConfidenceUtterancesArraysHtml': string;
                'scoringLowConfidenceUtterancesSimpleArrays': string[][];
            };
            'confusionMatrixAnalysis': {
                'confusionMatrix': IConfusionMatrix;
                'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
                'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
                'predictingConfusionMatrixOutputLines': string[][];
                'confusionMatrixMetricsHtml': string;
                'confusionMatrixAverageMetricsHtml': string;
                'confusionMatrixAverageDescriptionMetricsHtml': string;
            };
        };
        'predictionStructureWithScoreLabelObjectArray': PredictionStructureWithScoreLabelObject[];
        'scoreOutputLines': string[][];
        'groundTruthJsonContent': string;
        'predictionJsonContent': string;
    };
    static generateEvaluationReportFiles(stringArray: string[], scoreOutputLines: string[][], groundTruthJsonContent: string, predictionJsonContent: string, evaluationSummary: string, labelsOutputFilename: string, evaluationSetScoreOutputFilename: string, evaluationSetGroundTruthJsonContentFilename: string, evaluationSetPredictionJsonContentFilename: string, evaluationSetSummaryOutputFilename: string): void;
    static generateLabelStringEvaluationReport(scoringFunctionToPredictionStructureWithScoreLabelString: (utteranceLabelsPairArray: StructTextLabelStrings[], labelArrayAndMap: ILabelArrayAndMap, multiLabelPredictionThreshold: number, unknownLabelPredictionThreshold: number) => PredictionStructureWithScoreLabelString[], dataSetLabels: string[], utteranceLabelsMap: Map<string, Set<string>>, utteranceLabelDuplicateMap: Map<string, Set<string>>, ambiguousClosenessThreshold: number, lowConfidenceScoreThreshold: number, multiLabelPredictionThreshold: number, unknownLabelPredictionThreshold: number, unknownSpuriousLabelsProcessed: {
        'utteranceUnknownLabelsMap': Map<string, Set<string>>;
        'utteranceUnknownLabelDuplicateMap': Map<string, Set<string>>;
        'utteranceSpuriousLabelsMap': Map<string, Set<string>>;
        'utteranceSpuriousLabelDuplicateMap': Map<string, Set<string>>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    }): {
        'evaluationReportLabelUtteranceStatistics': {
            'evaluationSummary': string;
            'labelArrayAndMap': ILabelArrayAndMap;
            'labelStatisticsAndHtmlTable': {
                'labelUtterancesMap': Map<string, Set<string>>;
                'labelUtterancesTotal': number;
                'labelStatistics': string[][];
                'labelStatisticsHtml': string;
            };
            'utteranceStatisticsAndHtmlTable': {
                'utteranceStatisticsMap': Map<number, number>;
                'utteranceStatistics': StructTextNumber[];
                'utteranceCount': number;
                'utteranceStatisticsHtml': string;
            };
            'spuriousLabelStatisticsAndHtmlTable': {
                'spuriousLabelUtterancesMap': StructTextStringSet[];
                'spuriousLabelUtterancesTotal': number;
                'spuriousLabelStatistics': string[][];
                'spuriousLabelStatisticsHtml': string;
            };
            'utterancesMultiLabelArrays': StructTextText[];
            'utterancesMultiLabelArraysHtml': string;
            'utteranceLabelDuplicateHtml': string;
        };
        'evaluationReportAnalyses': {
            'evaluationSummary': string;
            'ambiguousAnalysis': {
                'scoringAmbiguousUtterancesArrays': string[][];
                'scoringAmbiguousUtterancesArraysHtml': string;
                'scoringAmbiguousUtteranceSimpleArrays': string[][];
            };
            'misclassifiedAnalysis': {
                'scoringMisclassifiedUtterancesArrays': string[][];
                'scoringMisclassifiedUtterancesArraysHtml': string;
                'scoringMisclassifiedUtterancesSimpleArrays': string[][];
            };
            'lowConfidenceAnalysis': {
                'scoringLowConfidenceUtterancesArrays': string[][];
                'scoringLowConfidenceUtterancesArraysHtml': string;
                'scoringLowConfidenceUtterancesSimpleArrays': string[][];
            };
            'confusionMatrixAnalysis': {
                'confusionMatrix': IConfusionMatrix;
                'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
                'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
                'predictingConfusionMatrixOutputLines': string[][];
                'confusionMatrixMetricsHtml': string;
                'confusionMatrixAverageMetricsHtml': string;
                'confusionMatrixAverageDescriptionMetricsHtml': string;
            };
        };
        'predictionStructureWithScoreLabelStringArray': PredictionStructureWithScoreLabelString[];
        'scoreOutputLines': string[][];
        'groundTruthJsonContent': string;
        'predictionJsonContent': string;
    };
    static generateLabelStringEvaluationReportLabelUtteranceStatistics(evaluationSummary: string, dataSetLabels: string[], utteranceLabelsMap: Map<string, Set<string>>, utteranceLabelDuplicateMap: Map<string, Set<string>>, unknownSpuriousLabelsProcessed: {
        'utteranceUnknownLabelsMap': Map<string, Set<string>>;
        'utteranceUnknownLabelDuplicateMap': Map<string, Set<string>>;
        'utteranceSpuriousLabelsMap': Map<string, Set<string>>;
        'utteranceSpuriousLabelDuplicateMap': Map<string, Set<string>>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    }, evaluationSummaryTagIntentUtteranceStatistics: string, evaluationSummaryTagUtteranceDuplicates: string, evaluationSummaryTagSpuriousLabelUtteranceStatistics: string, ensureUnknownLabelInLabelArrayAndMap: boolean): {
        'evaluationSummary': string;
        'labelArrayAndMap': ILabelArrayAndMap;
        'labelStatisticsAndHtmlTable': {
            'labelUtterancesMap': Map<string, Set<string>>;
            'labelUtterancesTotal': number;
            'labelStatistics': string[][];
            'labelStatisticsHtml': string;
        };
        'utteranceStatisticsAndHtmlTable': {
            'utteranceStatisticsMap': Map<number, number>;
            'utteranceStatistics': StructTextNumber[];
            'utteranceCount': number;
            'utteranceStatisticsHtml': string;
        };
        'spuriousLabelStatisticsAndHtmlTable': {
            'spuriousLabelUtterancesMap': StructTextStringSet[];
            'spuriousLabelUtterancesTotal': number;
            'spuriousLabelStatistics': string[][];
            'spuriousLabelStatisticsHtml': string;
        };
        'utterancesMultiLabelArrays': StructTextText[];
        'utterancesMultiLabelArraysHtml': string;
        'utteranceLabelDuplicateHtml': string;
    };
    static generateLabelStringEvaluationReportAnalyses(evaluationSummary: string, labelArrayAndMap: ILabelArrayAndMap, predictionStructureWithScoreLabelStringArray: PredictionStructureWithScoreLabelString[], ambiguousClosenessThreshold: number, lowConfidenceScoreThreshold: number, unknownLabelPredictionThreshold: number): {
        'evaluationSummary': string;
        'ambiguousAnalysis': {
            'scoringAmbiguousUtterancesArrays': string[][];
            'scoringAmbiguousUtterancesArraysHtml': string;
            'scoringAmbiguousUtteranceSimpleArrays': string[][];
        };
        'misclassifiedAnalysis': {
            'scoringMisclassifiedUtterancesArrays': string[][];
            'scoringMisclassifiedUtterancesArraysHtml': string;
            'scoringMisclassifiedUtterancesSimpleArrays': string[][];
        };
        'lowConfidenceAnalysis': {
            'scoringLowConfidenceUtterancesArrays': string[][];
            'scoringLowConfidenceUtterancesArraysHtml': string;
            'scoringLowConfidenceUtterancesSimpleArrays': string[][];
        };
        'confusionMatrixAnalysis': {
            'confusionMatrix': IConfusionMatrix;
            'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
            'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
            'predictingConfusionMatrixOutputLines': string[][];
            'confusionMatrixMetricsHtml': string;
            'confusionMatrixAverageMetricsHtml': string;
            'confusionMatrixAverageDescriptionMetricsHtml': string;
        };
    };
    static generateLabelStringScoreOutputLines(predictionStructureWithScoreLabelStringArray: PredictionStructureWithScoreLabelString[]): string[][];
    static generateLabelStringGroundTruthJsons(predictionStructureWithScoreLabelStringArray: PredictionStructureWithScoreLabelString[]): Array<{
        'text': string;
        'intents': string[];
        'entities': Array<{
            'entity': string;
            'startPos': number;
            'endPos': number;
            'text': string;
        }>;
    }>;
    static generateLabelStringPredictionJsons(predictionStructureWithScoreLabelStringArray: PredictionStructureWithScoreLabelString[]): Array<{
        'text': string;
        'intents': string[];
        'entities': Array<{
            'entity': string;
            'startPos': number;
            'endPos': number;
            'text': string;
        }>;
        'intent_scores': Array<{
            'intent': string;
            'score': number;
        }>;
        'entity_scores': Array<{
            'entity': string;
            'startPos': number;
            'endPos': number;
            'score': number;
        }>;
    }>;
    static generateLabelStringConfusionMatrixMetricsAndHtmlTable(predictionStructureWithScoreLabelStringArray: PredictionStructureWithScoreLabelString[], labelArrayAndMap: ILabelArrayAndMap): {
        'confusionMatrix': IConfusionMatrix;
        'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
        'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
        'predictingConfusionMatrixOutputLines': string[][];
        'confusionMatrixMetricsHtml': string;
        'confusionMatrixAverageMetricsHtml': string;
        'confusionMatrixAverageDescriptionMetricsHtml': string;
    };
    static generateLabelStringLowConfidenceStatisticsAndHtmlTable(predictionStructureWithScoreLabelStringArray: PredictionStructureWithScoreLabelString[], lowConfidenceScoreThreshold: number): {
        'scoringLowConfidenceUtterancesArrays': string[][];
        'scoringLowConfidenceUtterancesArraysHtml': string;
        'scoringLowConfidenceUtterancesSimpleArrays': string[][];
    };
    static generateLabelStringMisclassifiedStatisticsAndHtmlTable(predictionStructureWithScoreLabelStringArray: PredictionStructureWithScoreLabelString[]): {
        'scoringMisclassifiedUtterancesArrays': string[][];
        'scoringMisclassifiedUtterancesArraysHtml': string;
        'scoringMisclassifiedUtterancesSimpleArrays': string[][];
    };
    static generateLabelStringAmbiguousStatisticsAndHtmlTable(predictionStructureWithScoreLabelStringArray: PredictionStructureWithScoreLabelString[], ambiguousClosenessThreshold: number, unknownLabelPredictionThreshold: number): {
        'scoringAmbiguousUtterancesArrays': string[][];
        'scoringAmbiguousUtterancesArraysHtml': string;
        'scoringAmbiguousUtteranceSimpleArrays': string[][];
    };
    static generateLabelStringUtteranceStatisticsAndHtmlTable(utteranceLabelsMap: Map<string, Set<string>>): {
        'utteranceStatisticsMap': Map<number, number>;
        'utteranceStatistics': StructTextNumber[];
        'utteranceCount': number;
        'utteranceStatisticsHtml': string;
    };
    static generateLabelStringLabelStatisticsAndHtmlTable(utteranceLabelsMap: Map<string, Set<string>>, labelArrayAndMap: ILabelArrayAndMap): {
        'labelUtterancesMap': Map<string, Set<string>>;
        'labelUtterancesTotal': number;
        'labelStatistics': string[][];
        'labelStatisticsHtml': string;
    };
    static generateLabelStringSpuriousLabelStatisticsAndHtmlTable(unknownSpuriousLabelsProcessed: {
        'utteranceUnknownLabelsMap': Map<string, Set<string>>;
        'utteranceUnknownLabelDuplicateMap': Map<string, Set<string>>;
        'utteranceSpuriousLabelsMap': Map<string, Set<string>>;
        'utteranceSpuriousLabelDuplicateMap': Map<string, Set<string>>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    }): {
        'spuriousLabelUtterancesMap': StructTextStringSet[];
        'spuriousLabelUtterancesTotal': number;
        'spuriousLabelStatistics': string[][];
        'spuriousLabelStatisticsHtml': string;
    };
    static generateLabelObjectEvaluationReport(scoringFunctionToPredictionStructureWithScoreLabelObject: (utteranceLabelsPairArray: StructTextLabelObjects[], labelArrayAndMap: ILabelArrayAndMap, multiLabelPredictionThreshold: number, unknownLabelPredictionThreshold: number) => PredictionStructureWithScoreLabelObject[], dataSetLabels: string[], utteranceLabelsMap: Map<string, Label[]>, utteranceLabelDuplicateMap: Map<string, Label[]>, ambiguousClosenessThreshold: number, lowConfidenceScoreThreshold: number, multiLabelPredictionThreshold: number, unknownLabelPredictionThreshold: number, unknownSpuriousEntityLabelsProcessed: {
        'utteranceUnknownEntityLabelsMap': Map<string, Label[]>;
        'utteranceUnknownEntityLabelDuplicateMap': Map<string, Label[]>;
        'utteranceSpuriousEntityLabelsMap': Map<string, Label[]>;
        'utteranceSpuriousEntityLabelDuplicateMap': Map<string, Label[]>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    }): {
        'evaluationReportLabelUtteranceStatistics': {
            'evaluationSummary': string;
            'labelArrayAndMap': ILabelArrayAndMap;
            'labelStatisticsAndHtmlTable': {
                'labelUtterancesMap': Map<string, Set<string>>;
                'labelUtterancesTotal': number;
                'labelStatistics': string[][];
                'labelStatisticsHtml': string;
            };
            'utteranceStatisticsAndHtmlTable': {
                'utteranceStatisticsMap': Map<number, number>;
                'utteranceStatistics': StructTextNumber[];
                'utteranceCount': number;
                'utteranceStatisticsHtml': string;
            };
            'spuriousLabelStatisticsAndHtmlTable': {
                'spuriousLabelUtterancesMap': StructTextStringSet[];
                'spuriousLabelUtterancesTotal': number;
                'spuriousLabelStatistics': string[][];
                'spuriousLabelStatisticsHtml': string;
            };
            'utterancesMultiLabelArrays': StructTextText[];
            'utterancesMultiLabelArraysHtml': string;
            'utteranceLabelDuplicateHtml': string;
        };
        'evaluationReportAnalyses': {
            'evaluationSummary': string;
            'ambiguousAnalysis': {
                'scoringAmbiguousUtterancesArrays': string[][];
                'scoringAmbiguousUtterancesArraysHtml': string;
                'scoringAmbiguousUtteranceSimpleArrays': string[][];
            };
            'misclassifiedAnalysis': {
                'scoringMisclassifiedUtterancesArrays': string[][];
                'scoringMisclassifiedUtterancesArraysHtml': string;
                'scoringMisclassifiedUtterancesSimpleArrays': string[][];
            };
            'lowConfidenceAnalysis': {
                'scoringLowConfidenceUtterancesArrays': string[][];
                'scoringLowConfidenceUtterancesArraysHtml': string;
                'scoringLowConfidenceUtterancesSimpleArrays': string[][];
            };
            'confusionMatrixAnalysis': {
                'confusionMatrix': IConfusionMatrix;
                'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
                'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
                'predictingConfusionMatrixOutputLines': string[][];
                'confusionMatrixMetricsHtml': string;
                'confusionMatrixAverageMetricsHtml': string;
                'confusionMatrixAverageDescriptionMetricsHtml': string;
            };
        };
        'predictionStructureWithScoreLabelObjectArray': PredictionStructureWithScoreLabelObject[];
        'scoreOutputLines': string[][];
        'groundTruthJsonContent': string;
        'predictionJsonContent': string;
    };
    static generateLabelObjectEvaluationReportLabelUtteranceStatistics(evaluationSummary: string, dataSetLabels: string[], utteranceLabelsMap: Map<string, Label[]>, utteranceLabelDuplicateMap: Map<string, Label[]>, unknownSpuriousEntityLabelsProcessed: {
        'utteranceUnknownEntityLabelsMap': Map<string, Label[]>;
        'utteranceUnknownEntityLabelDuplicateMap': Map<string, Label[]>;
        'utteranceSpuriousEntityLabelsMap': Map<string, Label[]>;
        'utteranceSpuriousEntityLabelDuplicateMap': Map<string, Label[]>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    }, evaluationSummaryTagIntentUtteranceStatistics: string, evaluationSummaryTagUtteranceDuplicates: string, evaluationSummaryTagSpuriousLabelUtteranceStatistics: string, ensureUnknownLabelInLabelArrayAndMap: boolean): {
        'evaluationSummary': string;
        'labelArrayAndMap': ILabelArrayAndMap;
        'labelStatisticsAndHtmlTable': {
            'labelUtterancesMap': Map<string, Set<string>>;
            'labelUtterancesTotal': number;
            'labelStatistics': string[][];
            'labelStatisticsHtml': string;
        };
        'utteranceStatisticsAndHtmlTable': {
            'utteranceStatisticsMap': Map<number, number>;
            'utteranceStatistics': StructTextNumber[];
            'utteranceCount': number;
            'utteranceStatisticsHtml': string;
        };
        'spuriousLabelStatisticsAndHtmlTable': {
            'spuriousLabelUtterancesMap': StructTextStringSet[];
            'spuriousLabelUtterancesTotal': number;
            'spuriousLabelStatistics': string[][];
            'spuriousLabelStatisticsHtml': string;
        };
        'utterancesMultiLabelArrays': StructTextText[];
        'utterancesMultiLabelArraysHtml': string;
        'utteranceLabelDuplicateHtml': string;
    };
    static generateLabelObjectEvaluationReportAnalyses(evaluationSummary: string, labelArrayAndMap: ILabelArrayAndMap, predictionStructureWithScoreLabelObjectArray: PredictionStructureWithScoreLabelObject[], ambiguousClosenessThreshold: number, lowConfidenceScoreThreshold: number, unknownLabelPredictionThreshold: number): {
        'evaluationSummary': string;
        'ambiguousAnalysis': {
            'scoringAmbiguousUtterancesArrays': string[][];
            'scoringAmbiguousUtterancesArraysHtml': string;
            'scoringAmbiguousUtteranceSimpleArrays': string[][];
        };
        'misclassifiedAnalysis': {
            'scoringMisclassifiedUtterancesArrays': string[][];
            'scoringMisclassifiedUtterancesArraysHtml': string;
            'scoringMisclassifiedUtterancesSimpleArrays': string[][];
        };
        'lowConfidenceAnalysis': {
            'scoringLowConfidenceUtterancesArrays': string[][];
            'scoringLowConfidenceUtterancesArraysHtml': string;
            'scoringLowConfidenceUtterancesSimpleArrays': string[][];
        };
        'confusionMatrixAnalysis': {
            'confusionMatrix': IConfusionMatrix;
            'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
            'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
            'predictingConfusionMatrixOutputLines': string[][];
            'confusionMatrixMetricsHtml': string;
            'confusionMatrixAverageMetricsHtml': string;
            'confusionMatrixAverageDescriptionMetricsHtml': string;
        };
    };
    static generateLabelObjectScoreOutputLines(predictionStructureWithScoreLabelObjectArray: PredictionStructureWithScoreLabelObject[]): string[][];
    static generateLabelObjectGroundTruthJsons(predictionStructureWithScoreLabelObjectArray: PredictionStructureWithScoreLabelObject[]): Array<{
        'text': string;
        'intents': string[];
        'entities': Array<{
            'entity': string;
            'startPos': number;
            'endPos': number;
            'text': string;
        }>;
    }>;
    static generateLabelObjectPredictionJsons(predictionStructureWithScoreLabelObjectArray: PredictionStructureWithScoreLabelObject[]): Array<{
        'text': string;
        'intents': string[];
        'entities': Array<{
            'entity': string;
            'startPos': number;
            'endPos': number;
            'text': string;
        }>;
        'intent_scores': Array<{
            'intent': string;
            'score': number;
        }>;
        'entity_scores': Array<{
            'entity': string;
            'startPos': number;
            'endPos': number;
            'score': number;
        }>;
    }>;
    static generateLabelObjectConfusionMatrixMetricsAndHtmlTable(predictionStructureWithScoreLabelObjectArray: PredictionStructureWithScoreLabelObject[], labelArrayAndMap: ILabelArrayAndMap): {
        'confusionMatrix': IConfusionMatrix;
        'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
        'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
        'predictingConfusionMatrixOutputLines': string[][];
        'confusionMatrixMetricsHtml': string;
        'confusionMatrixAverageMetricsHtml': string;
        'confusionMatrixAverageDescriptionMetricsHtml': string;
    };
    static generateLabelObjectLowConfidenceStatisticsAndHtmlTable(predictionStructureWithScoreLabelObjectArray: PredictionStructureWithScoreLabelObject[], lowConfidenceScoreThreshold: number): {
        'scoringLowConfidenceUtterancesArrays': string[][];
        'scoringLowConfidenceUtterancesArraysHtml': string;
        'scoringLowConfidenceUtterancesSimpleArrays': string[][];
    };
    static generateLabelObjectMisclassifiedStatisticsAndHtmlTable(predictionStructureWithScoreLabelObjectArray: PredictionStructureWithScoreLabelObject[]): {
        'scoringMisclassifiedUtterancesArrays': string[][];
        'scoringMisclassifiedUtterancesArraysHtml': string;
        'scoringMisclassifiedUtterancesSimpleArrays': string[][];
    };
    static generateLabelObjectAmbiguousStatisticsAndHtmlTable(predictionStructureWithScoreLabelObjectArray: PredictionStructureWithScoreLabelObject[], ambiguousClosenessThreshold: number, unknownLabelPredictionThreshold: number): {
        'scoringAmbiguousUtterancesArrays': string[][];
        'scoringAmbiguousUtterancesArraysHtml': string;
        'scoringAmbiguousUtteranceSimpleArrays': string[][];
    };
    static generateLabelObjectUtteranceStatisticsAndHtmlTable(utteranceLabelsMap: Map<string, Label[]>): {
        'utteranceStatisticsMap': Map<number, number>;
        'utteranceStatistics': StructTextNumber[];
        'utteranceCount': number;
        'utteranceStatisticsHtml': string;
    };
    static generateLabelObjectLabelStatisticsAndHtmlTable(utteranceLabelsMap: Map<string, Label[]>, labelArrayAndMap: ILabelArrayAndMap): {
        'labelUtterancesMap': Map<string, Set<string>>;
        'labelUtterancesTotal': number;
        'labelStatistics': string[][];
        'labelStatisticsHtml': string;
    };
    static generateLabelObjectSpuriousLabelStatisticsAndHtmlTable(unknownSpuriousEntityLabelsProcessed: {
        'utteranceUnknownEntityLabelsMap': Map<string, Label[]>;
        'utteranceUnknownEntityLabelDuplicateMap': Map<string, Label[]>;
        'utteranceSpuriousEntityLabelsMap': Map<string, Label[]>;
        'utteranceSpuriousEntityLabelDuplicateMap': Map<string, Label[]>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    }): {
        'spuriousLabelUtterancesMap': StructTextStringSet[];
        'spuriousLabelUtterancesTotal': number;
        'spuriousLabelStatistics': string[][];
        'spuriousLabelStatisticsHtml': string;
    };
    static generateEvaluationReportAnalyses<TL>(evaluationSummary: string, labelArrayAndMap: ILabelArrayAndMap, predictionStructureWithScoreArray: PredictionStructureWithScore<TL>[], ambiguousClosenessThreshold: number, lowConfidenceScoreThreshold: number, unknownLabelPredictionThreshold: number): {
        'evaluationSummary': string;
        'ambiguousAnalysis': {
            'scoringAmbiguousUtterancesArrays': string[][];
            'scoringAmbiguousUtterancesArraysHtml': string;
            'scoringAmbiguousUtteranceSimpleArrays': string[][];
        };
        'misclassifiedAnalysis': {
            'scoringMisclassifiedUtterancesArrays': string[][];
            'scoringMisclassifiedUtterancesArraysHtml': string;
            'scoringMisclassifiedUtterancesSimpleArrays': string[][];
        };
        'lowConfidenceAnalysis': {
            'scoringLowConfidenceUtterancesArrays': string[][];
            'scoringLowConfidenceUtterancesArraysHtml': string;
            'scoringLowConfidenceUtterancesSimpleArrays': string[][];
        };
        'confusionMatrixAnalysis': {
            'confusionMatrix': IConfusionMatrix;
            'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
            'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
            'predictingConfusionMatrixOutputLines': string[][];
            'confusionMatrixMetricsHtml': string;
            'confusionMatrixAverageMetricsHtml': string;
            'confusionMatrixAverageDescriptionMetricsHtml': string;
        };
    };
    static generateConfusionMatrixMetricsAndHtmlTable<TL>(predictionStructureWithScoreArray: PredictionStructureWithScore<TL>[], labelArrayAndMap: ILabelArrayAndMap): {
        'confusionMatrix': IConfusionMatrix;
        'multiLabelObjectConfusionMatrixExact': MultiLabelObjectConfusionMatrixExact;
        'multiLabelObjectConfusionMatrixSubset': MultiLabelObjectConfusionMatrixSubset;
        'predictingConfusionMatrixOutputLines': string[][];
        'confusionMatrixMetricsHtml': string;
        'confusionMatrixAverageMetricsHtml': string;
        'confusionMatrixAverageDescriptionMetricsHtml': string;
    };
    static generateLowConfidenceStatisticsAndHtmlTable<TL>(predictionStructureWithScoreArray: PredictionStructureWithScore<TL>[], lowConfidenceScoreThreshold: number): {
        'scoringLowConfidenceUtterancesArrays': string[][];
        'scoringLowConfidenceUtterancesArraysHtml': string;
        'scoringLowConfidenceUtterancesSimpleArrays': string[][];
    };
    static generateMisclassifiedStatisticsAndHtmlTable<TL>(predictionStructureWithScoreArray: PredictionStructureWithScore<TL>[]): {
        'scoringMisclassifiedUtterancesArrays': string[][];
        'scoringMisclassifiedUtterancesArraysHtml': string;
        'scoringMisclassifiedUtterancesSimpleArrays': string[][];
    };
    static generateAmbiguousStatisticsAndHtmlTable<TL>(predictionStructureWithScoreArray: PredictionStructureWithScore<TL>[], ambiguousClosenessThreshold: number, unknownLabelPredictionThreshold: number): {
        'scoringAmbiguousUtterancesArrays': string[][];
        'scoringAmbiguousUtterancesArraysHtml': string;
        'scoringAmbiguousUtteranceSimpleArrays': string[][];
    };
    static generateUtteranceStatisticsAndHtmlTable(utteranceStatisticsMap: Map<number, number>): {
        'utteranceStatisticsMap': Map<number, number>;
        'utteranceStatistics': StructTextNumber[];
        'utteranceCount': number;
        'utteranceStatisticsHtml': string;
    };
    static generateLabelStatisticsAndHtmlTable(labelUtterancesMap: Map<string, Set<string>>, labelArrayAndMap: ILabelArrayAndMap): {
        'labelUtterancesMap': Map<string, Set<string>>;
        'labelUtterancesTotal': number;
        'labelStatistics': string[][];
        'labelStatisticsHtml': string;
    };
    static generateSpuriousLabelStatisticsAndHtmlTable(spuriousLabelUtterancesMap: StructTextStringSet[]): {
        'spuriousLabelUtterancesMap': StructTextStringSet[];
        'spuriousLabelUtterancesTotal': number;
        'spuriousLabelStatistics': string[][];
        'spuriousLabelStatisticsHtml': string;
    };
    static selectedScoreStructureToHtmlTable<TL>(predictionStructureWithScore: PredictionStructureWithScore<TL>, unknownLabelPredictionThreshold: number, toObfuscateLabelTextInReport: boolean, tableDescription?: string, selectedOutputDataArraryHeaders?: string[], outputDataColumnWidthSettings?: string[], indexes?: number[]): string;
    static selectedLabelStringScoreStructureToHtmlTable(predictionStructureWithScoreLabelString: PredictionStructureWithScoreLabelString, unknownLabelPredictionThreshold: number, toObfuscateLabelTextInReport: boolean, tableDescription?: string, selectedOutputDataArraryHeaders?: string[], outputDataColumnWidthSettings?: string[], indexes?: number[]): string;
    static selectedLabelObjectScoreStructureToHtmlTable(predictionStructureWithScoreLabelObject: PredictionStructureWithScoreLabelObject, unknownLabelPredictionThreshold: number, toObfuscateLabelTextInReport: boolean, tableDescription?: string, selectedOutputDataArraryHeaders?: string[], outputDataColumnWidthSettings?: string[], indexes?: number[]): string;
    static selectedScoreResultsToHtmlTable(scoreResultArray: Result[], indexes: number[], unknownLabelPredictionThreshold: number, toObfuscateLabelTextInReport: boolean, tableDescription?: string, selectedOutputDataArraryHeaders?: string[], outputDataColumnWidthSettings?: string[]): string;
    static evaluateMultiLabelSubsetPrediction(groundTruths: any[], predictions: any[]): number;
    static evaluateMultiLabelExactPrediction(groundTruths: any[], predictions: any[]): number;
    static evaluateMultiLabelPrediction(groundTruths: any[], predictions: any[]): number[];
    static evaluateMultiLabelObjectSubsetPrediction(groundTruths: Label[], predictions: Label[]): number;
    static evaluateMultiLabelObjectExactPrediction(groundTruths: Label[], predictions: Label[]): number;
    static evaluateMultiLabelObjectPrediction(groundTruths: Label[], predictions: Label[]): number[];
    static reverseUniqueKeyedArray(input: Map<string, Set<string>>): Map<string, Set<string>>;
    static reverseUniqueKeyedArrayLabelObject(input: Map<string, Label[]>): Map<string, Set<string>>;
    static processUnknownSpuriousLabelsInUtteranceLabelsMapUsingLabelSet(utteranceLabels: {
        'utteranceLabelsMap': Map<string, Set<string>>;
        'utteranceLabelDuplicateMap': Map<string, Set<string>>;
    }, labelSet: Set<string>): {
        'utteranceUnknownLabelsMap': Map<string, Set<string>>;
        'utteranceUnknownLabelDuplicateMap': Map<string, Set<string>>;
        'utteranceSpuriousLabelsMap': Map<string, Set<string>>;
        'utteranceSpuriousLabelDuplicateMap': Map<string, Set<string>>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    };
    static processUnknownSpuriousLabelsInUtteranceLabelsMap(utteranceLabels: {
        'utteranceLabelsMap': Map<string, Set<string>>;
        'utteranceLabelDuplicateMap': Map<string, Set<string>>;
    }): {
        'utteranceUnknownLabelsMap': Map<string, Set<string>>;
        'utteranceUnknownLabelDuplicateMap': Map<string, Set<string>>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    };
    static processUnknownSpuriousEntityLabelsInUtteranceEntityLabelsMapUsingLabelSet(utteranceEntityLabels: {
        'utteranceEntityLabelsMap': Map<string, Label[]>;
        'utteranceEntityLabelDuplicateMap': Map<string, Label[]>;
    }, labelSet: Set<string>): {
        'utteranceUnknownEntityLabelsMap': Map<string, Label[]>;
        'utteranceUnknownEntityLabelDuplicateMap': Map<string, Label[]>;
        'utteranceSpuriousEntityLabelsMap': Map<string, Label[]>;
        'utteranceSpuriousEntityLabelDuplicateMap': Map<string, Label[]>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    };
    static processUnknownSpuriousEntityLabelsInUtteranceEntityLabelsMap(utteranceEntityLabels: {
        'utteranceEntityLabelsMap': Map<string, Label[]>;
        'utteranceEntityLabelDuplicateMap': Map<string, Label[]>;
    }): {
        'utteranceUnknownEntityLabelsMap': Map<string, Label[]>;
        'utteranceUnknownEntityLabelDuplicateMap': Map<string, Label[]>;
        'utteranceLabelMapSetAddedWithUnknownLabel': boolean;
        'utteranceLabelDuplicateMapSetAddedWithUnknownLabel': boolean;
    };
    static processUnknownSpuriousLabelsInTsvBluFileContent(bluFileContents: string): string;
    static storeDataArraysToTsvFile(outputFilename: string, outputEvaluationReportDataArrays: string[][], outputDataArraryHeaders?: string[], columnDelimiter?: string, recordDelimiter?: string, encoding?: string): string;
    static concatenateDataArrayToDelimitedString(outputEvaluationReportDataArray: any[], delimiter?: string): string;
    static concatenateDataArrayToHtmlTable(tableDescription: string, outputEvaluationReportDataArray: any[], outputDataArraryHeader?: string, outputDataColumnWidthSetting?: string, indentCumulative?: string, indent?: string): string;
    static convertDataArraysToHtmlTable(tableDescription: string, outputEvaluationReportDataArrays: any[][], outputDataArraryHeaders?: string[], outputDataColumnWidthSettings?: string[], indentCumulative?: string, indent?: string): string;
    static convertDataArraysToIndexedHtmlTable(tableDescription: string, outputEvaluationReportDataArrays: any[][], outputDataArraryHeaders?: string[], indentCumulative?: string, indent?: string): string;
    static concatenateDataArrayToObfuscatableHtmlTable(tableDescription: string, outputEvaluationReportDataArray: any[], outputDataArraryHeader?: string, outputDataColumnWidthSetting?: string, indentCumulative?: string, indent?: string): string;
    static convertDataArraysToObfuscatableHtmlTable(tableDescription: string, outputEvaluationReportDataArrays: any[][], outputDataArraryHeaders?: string[], outputDataColumnWidthSettings?: string[], indentCumulative?: string, indent?: string): string;
    static convertDataArraysToObfuscatableIndexedHtmlTable(tableDescription: string, outputEvaluationReportDataArrays: any[][], outputDataArraryHeaders?: string[], indentCumulative?: string, indent?: string): string;
    static convertMapArrayToIndexedHtmlTable(tableDescription: string, outputEvaluationMapArray: Map<any, any[]>, outputDataArraryHeaders?: string[], indentCumulative?: string, indent?: string): string;
    static convertMapSetToIndexedHtmlTable(tableDescription: string, outputEvaluationMapSet: Map<any, Set<any>>, outputDataArraryHeaders?: string[], indentCumulative?: string, indent?: string): string;
    static convertMapArrayToObfuscatableIndexedHtmlTable(tableDescription: string, outputEvaluationMapArray: Map<any, any[]>, outputDataArraryHeaders?: string[], indentCumulative?: string, indent?: string): string;
    static convertMapSetToObfuscatableIndexedHtmlTable(tableDescription: string, outputEvaluationMapSet: Map<any, Set<any>>, outputDataArraryHeaders?: string[], indentCumulative?: string, indent?: string): string;
    static getIndexesOnMaxOrEntriesOverThreshold(inputArray: number[], threshold: number): {
        'indexesMax': number[];
        'max': number;
    };
    static getIndexesOnMaxEntries(inputArray: number[]): {
        'indexesMax': number[];
        'max': number;
    };
    static getIndexOnFirstMaxEntry(inputArray: number[]): {
        'indexMax': number;
        'max': number;
    };
    static isEmptyAnyKeyGenericArrayMap(anyKeyGenericSetMap: Map<any, any[]>): boolean;
    static isEmptyAnyKeyGenericSetMap(anyKeyGenericSetMap: Map<any, Set<any>>): boolean;
    static isEmptyGenericArrays<T>(inputArrays: boolean[][]): boolean;
    static isEmptyNumberArrays(inputArrays: number[][]): boolean;
    static isEmptyStringArrays(inputArrays: string[][]): boolean;
    static isEmptyGenericArray<T>(inputArray: T[]): boolean;
    static isEmptyNumberArray(inputArray: number[]): boolean;
    static isEmptyStringArray(inputArray: string[]): boolean;
    static isEmptyArray(inputArray: object[]): boolean;
    static isEmptyString(input: string): boolean;
    static examplesToUtteranceLabelMaps(exampleStructureArray: Example[], utteranceLabelsMap: Map<string, Set<string>>, utteranceLabelDuplicateMap: Map<string, Set<string>>): StructNumberNumber;
    static examplesToUtteranceEntityLabelMaps(exampleStructureArray: Example[], utteranceEntityLabelsMap: Map<string, Label[]>, utteranceEntityLabelDuplicateMap: Map<string, Label[]>): StructNumberNumber;
    static examplesToArray(examples: any): Example[];
    static scoreResultsToArray(results: any, labelIndexMapCanBeUndefined?: Map<string, number> | undefined): Result[];
    static buildStringIdNumberValueDictionaryFromUniqueStringArray(inputStringArray: string[]): Map<string, number>;
    static buildStringIdNumberValueDictionaryFromStringArray(inputStringArray: string[]): ILabelArrayAndMap;
    static buildStringIdNumberValueDictionaryFromStringArrays(inputStringArrays: string[][]): ILabelArrayAndMap;
    static sortStringArray(inputStringArray: string[]): string[];
    static convertStringKeyGenericSetNativeMapToDictionary<T>(stringKeyGenericSetMap: Map<string, Set<T>>): {
        [id: string]: Set<T>;
    };
    static convertStringKeyGenericValueValueNativeMapToDictionary<T>(stringKeyGenericValueMap: Map<string, T>): {
        [id: string]: T;
    };
    static insertStringPairToStringIdStringSetNativeMap(key: string, value: string, stringKeyStringSetMap: Map<string, Set<string>>): Map<string, Set<string>>;
    static insertStringLabelPairToStringIdLabelSetNativeMap(key: string, value: Label, stringKeyLabelSetMap: Map<string, Label[]>): Map<string, Label[]>;
    static copyNonExistentUtteranceLabelsFromStringToObjectStructure(utteranceLabelsMap: Map<string, Set<string>>, utteranceEntityLabelsMap: Map<string, Label[]>): number;
    static addUniqueLabel(newLabel: string, labels: Set<string>): boolean;
    static addUniqueLabelToArray(newLabel: string, labels: string[]): boolean;
    static addUniqueEntityLabelArray(newLabel: Label, labels: Label[]): boolean;
    static outputLabelStringUtility(input: Label): string;
    static outputLabelString(input: Label, toObfuscate?: boolean): string;
    static obfuscateLabel(input: Label): string;
    static outputNumberUtility(input: number): number;
    static outputNumber(input: number, toObfuscate?: boolean): number;
    static obfuscateNumber(input: number): number;
    static outputStringUtility(input: string): string;
    static outputString(input: string, toObfuscate?: boolean): string;
    static obfuscateString(input: string): string;
    static jsonStringifyInLine(value: any): string;
    static jsonStringify(value: any, replacer?: Array<number | string> | null, space?: string | number): string;
    static loadFile(filename: string, encoding?: string): string;
    static dumpFile(filename: string, content: any, options?: any): string;
    static exists(pathToFileSystemEntry: string): boolean;
    static deleteFile(filename: string, ignoreEmptyFilename?: boolean): string;
    static moveFile(filename: string, targetDir: string): string;
    static unlink(entryname: string, ignoreEmptyEntryName?: boolean): string;
    static rename(entryname: string, entrynameNew: string): string;
    static countMapValues(inputStringToStringArrayMap: Map<string, Set<string>>): number;
    static carefullyAccessStringMap(stringMap: Map<string, number>, key: string): number;
    static carefullyAccessStringDictionary(stringDictionary: {
        [id: string]: number;
    }, key: string): number;
    static carefullyAccessStringArray(stringArray: string[], index: number): string;
    static canAccessNumberArray(numberArray: number[], index: number): boolean;
    static cleanStringOnTabs(input: string, replacement?: string): string;
    static cleanStringOnSpaces(input: string, replacement?: string): string;
    static cleanStringOnSpaceCommas(input: string, replacement?: string): string;
    static round(input: number, digits?: number): number;
    static getBolded(input: any): string;
    static writeAnyJsonifiedToConsoleStdout(outputContents: any): void;
    static writeAnyJsonifiedToConsoleStderr(outputContents: any): void;
    static writeAnyLineToConsoleStdout(outputContents: any): void;
    static writeAnyLineToConsoleStderr(outputContents: any): void;
    static writeAnyToConsoleStdout(outputContents: any): void;
    static writeAnyToConsoleStderr(outputContents: any): void;
    static writeStringLineToConsoleStdout(outputContents: string): void;
    static writeStringLineToConsoleStderr(outputContents: string): void;
    static writeStringToConsoleStdout(outputContents: string): void;
    static writeStringToConsoleStderr(outputContents: string): void;
    static resetFlagToPrintDebuggingLogToConsole(flag: boolean): void;
    static resetFlagToPrintDetailedDebuggingLogToConsole(flag: boolean): void;
    static resetFlagToObfuscateLabelTextInReportUtility(flag: boolean): void;
    static debuggingLog(message: any): string;
    static debuggingThrow(message: any): void;
    static emptyFolder(inputPath: string): void;
    static deleteFolderRecursive(inputPath: string): void;
}
export declare function httpsProxy(config: AxiosRequestConfig): AxiosRequestConfig;