timeframe_step
is None
.Task Type | Temporal Problem |
---|---|
Link Prediction | Per Entity Frequency – Predicting each entity with the most popular ranked list of target values from all previous splits. |
Regression | Per Entity Mean (Personalized Average) – Predicting each entity with the average of all past target values** from previous splits. Per Entity Last Label – Predicting each entity using the **most recent past value** as the forecast. |
Binary Classification | Per Entity Mean – Predicting each entity with the average of all target values from previous splits. Per Entity Last Label – Predicting each entity with the previous time frame’s label |