AO_PAI_ML_FTS_ProfileDetail
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Build information
Analytical Object | AO_PAI_ML_FTS_ProfileDetail |
Query Object | QO_PAI_ML_FTS_ProfileDetail |
Data Source | PAI Machine Learning |
Cab File | MachineLearningForecast.cab |
Profiles | None |
Parameters | Name | Description | Default |
|---|
PO_PAI_ML_FTS_SKUS | A list of SKUs to be used by the PO_PAI_ML_FTS_UserDefinedSKUStreamTable Format is 'HostPartID|HostLocID|FSHostID','HostPartID1|HostLocID1|FSHostID1' | N/A | PO_PAI_ML_FTS_UserDefinedSKUStreamTable | Value 0 - Use SKUs defined in parameter object PO_PAI_ML_FTS_SKUS. Value 1 - Use SKUs from custom table PAITMP_SKUS. True or false indicator. Options are: • 1 indicates true – SKUs defined by the PO_PAI_ML_FTS_SKUS parameter are used. • 0 indicates false – SKUs defined in the PAITMP_SKUS table are used. | 1 |
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Predecessor Jobs | None |
Build Type | None |
Build Frequency | None |
| • Best Bias • Best MAPE • Best Tracking Signal • Forecast Category • Forecast Stream • Location • Part • Profile Name |
| Measure | Mathematical Function |
|---|
Best Bias | Sum of Bias calculated by ML algorithm | Best Bias Value | Sum of Bias Value calculated by ML Algorithm | Best MAPE | Sum of MAPE calculated by ML algorithm | Best Tracking Signal | Sum of Tracking Signal calculated by ML algorithm | Last Year Avg | Average of Last Year Avg | Periods Between Demand | Average of Period Between Demand | Price | - | Skustreams | count of Partid+Locid+ForecastStreamid | SPM Bias | Sum of Bias calculated by Servigistics | SPM Bias Value | Sum of Bias Value calculated by Servigistics | SPM Mape | Sum of MAPE calculated by Servigistics | SPM Tracking Signal | Sum of Tracking Signal calculated by Servigistics | Standard Deviation | Average of Standard Deviation | Trend | Average of Trend |
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