Algorithms
Learn how to use algorithms for advanced analyses in Boolee. This guide covers anomaly detection, forecasting, and custom algorithm integration.
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Learn how to use algorithms for advanced analyses in Boolee. This guide covers anomaly detection, forecasting, and custom algorithm integration.
Last updated
Was this helpful?
Anomaly detection helps identify irregularities in your data that deviate from normal patterns. This feature is useful for detecting unusual trends, performance issues, or fraudulent activity.
How to Use Anomaly Detection in Boolee:
Open the Sidebar: Navigate to the metric you want to analyze and open the sidebar.
Select "Analysis": Click on the Select Analysis button to access the available algorithms.
Choose an Algorithm:
Hover over an algorithm to see its description, underlying model, and typical use cases.
Select the one that best fits your needs.
Adjust Algorithm Settings:
Select the respective metric for analysis.
Under Show Only Pattern Breaks:
True: Displays only detected anomalies.
False: Shows all data points, including normal trends.
Apply and Review: Run the algorithm and analyze the detected anomalies to gain insights into potential issues.
Boolee offers predictive analytics to forecast trends based on historical data. This is useful for estimating future sales, traffic, or demand fluctuations.
How to Use Forecasting in Boolee:
Open the Sidebar & Select Analysis: Follow the same steps as anomaly detection.
Choose a Forecasting Algorithm:
Boolee provides multiple forecasting models, such as ARIMA (Advanced Number Predictor) for time-series predictions.
Customize Forecasting Settings:
Adjust parameters like time range and confidence intervals for more accurate results.
Analyze Forecasts: Review the generated predictions to make data-driven decisions for your business.
For businesses with proprietary data models, Boolee allows the integration of custom algorithms into its platform. This enables companies to use their own machine learning models for analysis while benefiting from Boolee's data processing capabilities.
How to Integrate Custom Algorithms:
Reach Out to Our Team: If your company has specific algorithmic needs, contact Boolee’s support to discuss implementation options.
Integration Process:
Our team will guide you in integrating your custom algorithms into Boolee.
You will be able to access and run your models directly within the platform.
Utilize Custom Analysis: Once integrated, your proprietary algorithms can be applied to any dataset within Boolee for tailored insights.
