Indicates the extent to which knowing the value of one variable helps in predicting the other variable.

Is standardized between 0 and 1 (1 — error-free prediction, 0 — no improvement in prediction).

λ values from different studies can be compared with one another.

In our example:

Knowing the gender increases prediction accuracy by a factor of 0.333, i.e. 33.3% improvement.