Can we use this model to detect the anomalies , seasonality and Trends in the Existing Time-Series Data
#9
by
AnanthMeka
- opened
Hi
Can we use this model for all types of requirements related to the time-series data ?
For example: requirements like anomaly detection, seasonality detection, trend detection etc . Apart from predicting the future data ?
@AnanthMeka I believe seasonality and trend can be detected via statistical/linear models on the time series data of interest... for anomalies, one can, for example, detect outliers in the "weird time" and "surveillance" setting by utilizing the model's quantile predictions. Detecting "weird series" or an anomalous time series within a collection of time series will perhaps not be so straight forward with timesfm