Metrics r2 - CyrilB1531/lodestar GitHub Wiki
Development build. This page describes
main, not a released package. The latest published Lodestar.Metrics is 0.3.0 — read its documentation.
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R2
The coefficient of determination: how much better the model is than always predicting the mean, as a unitless score.
Members
| Member | What it does |
|---|---|
R2.Score |
One score for the whole prediction: 1 minus the residual variance over the truth's variance. |
R2.PerOutput |
One score per output, unreduced. |
R2.VarianceWeighted |
One score, each output counted in proportion to how much its own truth varies. |