AutoML has a significant limitation when it comes to time series analysis - the inherent nature of time series data makes it challenging to obtain clean validation signals that can extrapolate to test results. This issue is often overlooked, and it can lead to inaccurate predictions and unreliable results.
Kinferatu t1_jaedgwb wrote
Reply to [Discussion] Open Source beats Google's AutoML for Time series by fedegarzar
AutoML has a significant limitation when it comes to time series analysis - the inherent nature of time series data makes it challenging to obtain clean validation signals that can extrapolate to test results. This issue is often overlooked, and it can lead to inaccurate predictions and unreliable results.