> ## Documentation Index > Fetch the complete documentation index at: https://docs.domino.ai/llms.txt > Use this file to discover all available pages before exploring further. # Analyze model quality ## OpenAPI ````yaml /api-specs/6.3/public-api.json post /model-monitor/v2/api/model/{model_id}/analyze-model-quality openapi: 3.0.3 info: title: Domino Public API description: Reference for Domino's public REST API endpoints. version: 6.3.1 x-catalog-key: nucleus servers: - url: https://mycluster.domino.tech description: >- Replace 'mycluster.domino.tech' with your Domino cluster hostname. For Domino Cloud customers, that is `your-subdomain`.domino.tech (e.g., acme.domino.tech). For self-hosted deployments, it is the hostname you reach the Domino UI at. security: [] tags: - name: Projects - name: Project templates - name: Workspaces - name: Jobs - name: HPC Jobs - name: Environments - name: Hardware Tiers - name: Datasets - name: Data Sources - name: AI Gateway - name: GenAI - name: AI Systems - name: Apps - name: App versions - name: App instances - name: Model APIs - name: Registered models - name: Model deployment - name: Extensions - name: Cost and billing - name: Users and organizations - name: Service accounts - name: Personal Access Tokens - name: Personal Access Tokens (admin) - name: Audit Trail - name: Custom metrics - name: PPM - name: Model Monitoring models - name: Model Monitoring drift and quality - name: Model Monitoring settings - name: Model Monitoring authentication - name: Governance bundles - name: Governance policies - name: Governance evidence and results - name: Governance operations - name: NetApp Volumes - name: NetApp Volumes snapshots - name: NetApp Volumes filesystems - name: NetApp Volumes transfers - name: Tags - name: Properties externalDocs: description: OpenAPI url: https://swagger.io/resources/open-api/ paths: /model-monitor/v2/api/model/{model_id}/analyze-model-quality: summary: > Returns MQ analyze for the model based on the user's config (or model's default config). parameters: - in: path name: model_id schema: type: string required: true description: Identifier for the model to be updated. post: tags: - Model Monitoring drift and quality operationId: analyzeModelQuality requestBody: description: '' content: application/json: schema: $ref: '#/components/schemas/dmm-plier_modelQualityQueryRequest' responses: '200': description: The MQ analyze query was done successfully. content: application/json: schema: $ref: '#/components/schemas/dmm-plier_modelQualityAnalyzeResponse' '204': description: Empty response. '400': description: Bad request input data. '403': description: Forbidden. The endpoint enforces permissions. '500': description: Internal server error, check server logs. security: - dmm-plier_DominoApiKeyAuth: [] - dmm-plier_DmmApiKeyAuth: [] - dmm-plier_cookieAuth: [] - dmm-plier_BearerAuth: [] components: schemas: dmm-plier_modelQualityQueryRequest: oneOf: - $ref: '#/components/schemas/dmm-plier_modelQualityRegressionQuery' - $ref: '#/components/schemas/dmm-plier_modelQualityClassificationQuery' discriminator: propertyName: modelType mapping: regression: $ref: '#/components/schemas/dmm-plier_modelQualityRegressionQuery' classification: $ref: '#/components/schemas/dmm-plier_modelQualityClassificationQuery' dmm-plier_modelQualityAnalyzeResponse: oneOf: - $ref: >- #/components/schemas/dmm-plier_classificationModelQualityAnalyzeResponse - $ref: '#/components/schemas/dmm-plier_regressionModelQualityAnalyzeResponse' discriminator: propertyName: modelType mapping: classification: $ref: >- #/components/schemas/dmm-plier_classificationModelQualityAnalyzeResponse regression: $ref: >- #/components/schemas/dmm-plier_regressionModelQualityAnalyzeResponse dmm-plier_modelQualityRegressionQuery: title: Regression Metric Query description: Query config for Regression model allOf: - $ref: '#/components/schemas/dmm-plier_metricQueryCommon' - type: object required: - metricCheckConfigs properties: metricCheckConfigs: type: array items: $ref: '#/components/schemas/dmm-plier_regressionCheckConfig' dmm-plier_modelQualityClassificationQuery: title: Classification Metric Query description: Query config for Classification model allOf: - $ref: '#/components/schemas/dmm-plier_metricQueryCommon' - type: object required: - metricCheckConfigs properties: metricCheckConfigs: type: array items: $ref: '#/components/schemas/dmm-plier_classificationCheckConfig' dmm-plier_classificationModelQualityAnalyzeResponse: allOf: - $ref: '#/components/schemas/dmm-plier_modelQualityAnalyzeCommonResponse' - type: object required: - confusionMatrix - classificationReport properties: confusionMatrix: $ref: '#/components/schemas/dmm-plier_confusionMatrix' classificationReport: $ref: '#/components/schemas/dmm-plier_classificationReport' dmm-plier_regressionModelQualityAnalyzeResponse: allOf: - $ref: '#/components/schemas/dmm-plier_modelQualityAnalyzeCommonResponse' dmm-plier_metricQueryCommon: title: Metric Query Common components description: Metric Query Common components acrooss all metrics. type: object required: - modelType properties: startTimestamp: type: number endTimestamp: type: number modelType: $ref: '#/components/schemas/dmm-plier_modelType' dmm-plier_regressionCheckConfig: allOf: - $ref: '#/components/schemas/dmm-plier_metricCheckConfigCommon' - type: object required: - metricType properties: metricType: $ref: '#/components/schemas/dmm-plier_regressionMetrics' dmm-plier_classificationCheckConfig: allOf: - $ref: '#/components/schemas/dmm-plier_metricCheckConfigCommon' - type: object required: - metricType properties: metricType: $ref: '#/components/schemas/dmm-plier_classificationMetrics' dmm-plier_modelQualityAnalyzeCommonResponse: type: object required: - modelType - calculatedOn - startTimestamp - endTimestamp - metricTestResults - matchedRowCount properties: modelType: $ref: '#/components/schemas/dmm-plier_modelType' calculatedOn: title: Query Time description: Timestamp of time when the query was performed. type: number startTimestamp: title: Start Timestamp description: Start time for the data used for the query. type: number endTimestamp: title: End Timestamp description: End time for the data used for the query. type: number metricTestResults: title: Metric Test Results description: Metric Test Results for the queries. type: array items: $ref: '#/components/schemas/dmm-plier_metricTestResult' matchedRowCount: description: Number of matched Ground Truth and Prediction rows for this query. type: number dmm-plier_confusionMatrix: type: object nullable: true required: - matrix - labels properties: matrix: type: array items: items: type: integer type: array labels: items: type: string type: array dmm-plier_classificationReport: title: MQ Classification Report Object description: >- List of Metrics per label, List of Macro and Weighted Averaged metrics, and Micro Accuracy value type: object nullable: true required: - labelsReport - accuracyReport - averagesReport properties: labelsReport: description: List of Precision, Recall, F1Score, and Support per label type: array items: $ref: '#/components/schemas/dmm-plier_ClassificationReportMetrics' accuracyReport: $ref: '#/components/schemas/dmm-plier_AccuracyReport' averagesReport: description: >- Macro averaged and weighted averaged Precision, Recall, F1Score, and Support type: array items: $ref: '#/components/schemas/dmm-plier_ClassificationReportMetrics' dmm-plier_modelType: description: Type of the model type: string dmm-plier_metricCheckConfigCommon: title: Metric Query config Common components description: Query config Common components type: object required: - alertsEnabled - threshold properties: alertsEnabled: title: Alertable description: Whether this feature is alertable for not type: boolean threshold: $ref: '#/components/schemas/dmm-plier_metricCheckThreshold' dmm-plier_regressionMetrics: title: Regression Metric description: A Regression Metric Name type: string enum: - mse - mae - mape - r2 - regression_normalized_weighted_gini dmm-plier_classificationMetrics: title: Classification Metrics description: A Classification Metric Name type: string enum: - accuracy - precision - recall - f1 - auc_roc - log_loss - classification_normalized_weighted_gini dmm-plier_metricTestResult: allOf: - $ref: '#/components/schemas/dmm-plier_metricTestResultCommon' - type: object required: - trend properties: trend: type: array items: $ref: '#/components/schemas/dmm-plier_MetricTrend' dmm-plier_ClassificationReportMetrics: title: MQ Classification Report Object description: >- MQ Classification Report object providing classwise and averaged metric values type: object required: - heading - support properties: heading: description: Class label and Average type like "weighted avg" or "macro avg" type: string precision: description: Classwise or Averaged Precision score type: number nullable: true recall: description: Classwise or Averaged Recall score type: number nullable: true f1Score: description: Classwise or Averaged F1 score type: number nullable: true support: description: Classwise or overall Support type: integer dmm-plier_AccuracyReport: title: MQ Accuracy Report Object description: >- MQ Accuracy Report Object providing overall weighted averaged accuracy for classification report type: object nullable: true required: - value - support properties: value: description: Micro Accuracy type: number nullable: true support: description: >- Overall Support, in this case would be the sum of the confusion matrix type: integer dmm-plier_metricCheckThreshold: title: Metric Check Thresholds description: Check Thresholds at which the check fails type: object required: - operator - lowerThreshold - upperThreshold properties: operator: title: Math Operator description: The math operator for the condition, like < or <=. type: string lowerThreshold: title: Lower Bound description: The lower bound for the metric check type: number upperThreshold: title: Upper Bound description: The upper bound for the metric check type: number dmm-plier_metricTestResultCommon: type: object required: - metricType - threshold - alertsEnabled properties: status: title: Metric check status description: Status of the check for the metric. type: boolean nullable: true metricType: title: Metric name description: Metric name type: string value: title: Metric Value description: Metric computed value type: number nullable: true numberOfRecords: title: Number of ground truth records matched with prediction description: Ground Truth matched records type: integer threshold: $ref: '#/components/schemas/dmm-plier_metricCheckThreshold' alertsEnabled: title: Are Alerts Enabled description: Boolean value to determine if Alerts are Enabled type: boolean dmm-plier_MetricTrend: type: object required: - timestamp properties: timestamp: description: Timestamp of the date for which this trend point exists. type: number value: description: Value of the trend point. type: number nullable: true numberOfRows: description: Number of rows for this trend point. type: number securitySchemes: dmm-plier_DominoApiKeyAuth: type: apiKey in: header name: X-Domino-Api-Key dmm-plier_DmmApiKeyAuth: type: apiKey in: header name: X-DMM-API-KEY dmm-plier_cookieAuth: type: apiKey in: cookie name: PLAY_SESSION dmm-plier_BearerAuth: type: http scheme: bearer ```` ## Related topics - [Analyze model quality](/6.3/platform-capabilities/features/monitoring/5-use-monitoring/4-analyze-model-quality.md) - [Data drift and quality monitoring](/6.3/platform-capabilities/features/monitoring/2-data-drift-and-model-quality.md) - [Use monitoring](/6.3/platform-capabilities/features/monitoring/5-use-monitoring/index.md) - [Set up model quality monitoring](/6.3/platform-capabilities/features/monitoring/3-set-up-domino-endpoints/3-set-up-model-qual-monitor.md)