Learn how to use the predictive power score (PPS) test
The PPS is a metric that measures the predictive power of a feature with respect to the label/target. It has similarities with the Pearson correlation coefficient, but can also capture non-linear relationships. The PPS tests allows you to set a threshold on the PPS for a specific feature.
If you are writing a tests.json
, here are a few valid configurations for the character length test:
Learn how to use the predictive power score (PPS) test
The PPS is a metric that measures the predictive power of a feature with respect to the label/target. It has similarities with the Pearson correlation coefficient, but can also capture non-linear relationships. The PPS tests allows you to set a threshold on the PPS for a specific feature.
If you are writing a tests.json
, here are a few valid configurations for the character length test: