Training Predictors

This page was generated from content adapted from the AWS Developer Guide

Predictor Metrics

• Note For Average wQL, wQL, RMSE, MASE, MAPE, and WAPE metrics, a lower value indicates a superior model.

• Note Export files can directly return information from the Dataset Import. This makes the files vulnerable to CSV injection if the imported data contains formulas or commands. For this reason, exported files can prompt security warnings. To avoid malicious activity, disable links and macros when reading exported files.

Retraining Predictors

• Note Retraining is only available for predictors created with AutoPredictor (CreateAutoPredictor). You can upgrade existing legacy predictors to AutoPredictor. See Upgrading to AutoPredictor.

Weather Index

• Note You can manually select a time zone outside of the US region, Canada region, South America region, Central America region, Asia Pacific region, Europe region, and Africa & Middle East region. However, all geolocation values must still be within one of those regions.

Predictor Explainability

• Note Predictor Explainability is only available for predictors created with AutoPredictor. You can upgrade existing legacy predictors to AutoPredictor. See Upgrading to AutoPredictor.

• Note You can create a maximum of one Predictor Explainability per predictor

• Note Export files can directly return information from the Dataset Import. This makes the files vulnerable to CSV injection if the imported data contains formulas or commands. For this reason, exported files can prompt security warnings. To avoid malicious activity, disable links and macros when reading exported files.