• Machine Learning: other versions:
  • Setup and security
  • Getting started with machine learning
    • Explore the data in Kibana
    • Create anomaly detection jobs
    • View anomaly detection results
    • Create forecasts
    • Next steps
  • Anomaly detection
    • Overview
    • Concepts
      • Jobs
      • Datafeeds
      • Buckets
      • Influencers
      • Calendars and scheduled events
      • Custom rules
      • Model snapshots
    • Configure anomaly detection
      • Create anomaly detection jobs
      • Stop machine learning anomaly detection
      • Working with anomaly detection at scale
    • API quick reference
    • Supplied configurations
      • Apache
      • APM
      • Auditbeat
      • Logs
      • Metricbeat
      • Metrics
      • Nginx
      • Security
      • Uptime
    • Function reference
      • Count functions
      • Geographic functions
      • Information Content Functions
      • Metric functions
      • Rare functions
      • Sum functions
      • Time functions
    • Examples
      • Adding custom URLs to machine learning results
      • Aggregating data for faster performance
      • Customizing detectors with custom rules
      • Detecting anomalous categories of data
      • Performing population analysis
      • Transforming data with script fields
      • Handling delayed data
    • Limitations
    • Troubleshooting
  • Data frame analytics
    • Overview
      • Introduction to supervised learning
      • How it works
      • Working with data frame analytics at scale
    • Concepts
      • Outlier detection
      • Regression
      • Classification
      • Inference
      • Evaluating data frame analytics
      • Feature encoding
      • Feature processors
      • Feature importance
      • Hyperparameter optimization
      • Trained models
    • API quick reference
    • Examples
      • Finding outliers in the eCommerce sample data
      • Predicting flight delays with regression analysis
      • Predicting delayed flights with classification analysis
      • Language identification
    • Limitations