Missing Value Treatment for Last Periods
You have the option when defining the prediction to determine how Auto Predict should handle a missing value for the last historical period.
You can select from the following options:
- Skip Series—Skips the Time Series with the missing last historical period. The default option.
- Mean—Fills the missing last historical period with the Mean value generated using data from earlier historical periods.
- Zero—Fills the missing last historical period with Zero.
- Last observed value—Fills the missing last historical period with the last available value in the time series.
- Cubic Spline Interpolation—Fills the missing last historical period using cubic spline interpolation technique.