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Analytics Engines for Performance Dashboard
This module contains the analytics engines that power the dashboard’s statistical analysis, trend detection, anomaly detection, and performance prediction.
Structs§
- Analysis
Record - Analysis record for history tracking
- Anomaly
- Current anomaly
- Anomaly
Detection Model - Anomaly detection model
- Anomaly
Detector - Anomaly detector for performance anomalies
- Anomaly
Patterns - Anomaly patterns
- Anomaly
Resolution - Anomaly resolution information
- Baseline
Statistics - Baseline statistics for anomaly detection
- Cached
Analysis - Cached analysis result
- Causal
Chain - Causal chain analysis
- Causal
Event - Causal event in a chain
- Change
Point - Change point
- Change
Point Detection - Change point detection
- Correlation
Analysis Result - Correlation analysis result
- Correlation
Pattern - Correlation pattern between anomalies
- Feature
Engineering Pipeline - Feature engineering pipeline
- Forecast
- Forecast data
- Forecast
Accuracy - Forecast accuracy metrics
- Forecasting
Results - Forecasting results
- Historical
Anomaly - Historical anomaly record
- Impact
Assessment - Impact assessment for anomalies
- Model
Metadata - Model metadata
- Model
Performance Record - Model performance record
- Model
Registry - Model registry for managing prediction models
- Performance
Predictor - Performance predictor for forecasting
- Prediction
Model Instance - Prediction model instance
- Probable
Cause - Probable cause of anomalies
- Recurring
Pattern - Recurring anomaly pattern
- Root
Cause Analysis - Root cause analysis results
- Seasonal
Patterns - Seasonal patterns
- Statistical
Analyzer - Statistical analyzer for metrics
- Structural
Break - Structural break
- Temporal
Pattern - Temporal pattern in anomalies
- Trend
Analyzer - Trend analyzer for performance trends
- Trend
Model - Trend model for time series analysis
Enums§
- Anomaly
Model Type - Anomaly detection model types
- Anomaly
Severity - Anomaly severity levels
- Anomaly
Type - Anomaly types
- Feature
Selection Method - Feature selection methods
- Feature
Transformation - Feature transformation types
- Preprocessing
Step - Preprocessing steps
- Trend
Model Type - Trend model types