Model Performance Analysis for Forecasting / Time-Series Models

Time series forecasting models have some performance analysis results that are unique to these type of models.  For general information about Performance Analysis for LityxIQ machine learning models, see  Many analysis types that are mentioned on that page are not available for time series models.

When analyzing performance for time series models, the unique analysis type that becomes available is:


Time Series Predictions

This chart shows the actual historical values and the forecasts made for the model forecast period by each selected algorithm.  The tabular view will also show upper and lower confidence bounds on the forecasts for certain algorithms.