Metrics explainedvariance - 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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ExplainedVariance
R2's forgiving cousin: it measures whether the prediction tracks the truth's ups and downs, and
does not charge for being consistently off by a fixed amount.
Members
| Member | What it does |
|---|---|
ExplainedVariance.Score |
One number for the whole prediction: the share of the truth's variance the residuals do not carry. |
ExplainedVariance.PerOutput |
One score per output, unreduced. |
ExplainedVariance.VarianceWeighted |
One number, each output counted in proportion to how much its own truth varies. |