Forecasting Time Series Analysis
This dashboard is a machine learning-based dashboard that is part of the Machine Learning-Based Time Series Forecasting business scenario. It provides the following information:
• The Machine Learning forecast method that is outperforming among all the Machine Learning forecast methods at the system level to generate accurate forecast.
• The best Machine Learning forecast method that could be used to generate accurate forecasts for a SKU stream.
• The forecast metrics of the best Machine Learning forecast method.
The information on this dashboard is grouped into the following widgets:
Widget | Description |
|---|---|
Tracking Signal | The spread of best performing Machine Learning forecast method with respect to Tracking Signal |
MAPE | The spread of best performing Machine Learning forecast method with respect to MAPE |
Bias | The spread of best performing Machine Learning forecast method with respect to Bias |
SKU Details | A listing of all SKU Streams that were analyzed, showing the best forecast method by different metrics and the impact on accuracy. Click a hyperlink in the ForecastStream column to open the SKU Forecast Analysis dashboard to review the forecast metrics and demand forecast graph of all the ML methods for the selected SKU-stream. |