Baselines
Baseline Evaluation Metrics
On your predictive query's evaluation page, Kumo provides comparisons of your model versus some heuristic baselines for temporal binary classification, link prediction, and regression tasks. This allows you to compare the results of your Kumo model to results from very simple approaches.

Baselines are computed on a per-entity level (i.e., by using the past label as a forecast for regression, or by recommending past user behavior for link prediction).
Note: Baselines are not supported whentimeframe_step
isNone
.
Baselines Per Task Type
The following are the current baselines supported by Kumo, organized prediction task type:
Task Type | Temporal Problem |
---|---|
Link Prediction |
|
Regression/Logistic Regression |
|
Binary Classification |
|
Updated 1 day ago