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MilesCranmer
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Merge branch 'improved-model-selection' of ssh://ssh.github.com:443/MilesCranmer/PySR into improved-model-selection
Browse files- pysr/sr.py +1 -1
pysr/sr.py
CHANGED
@@ -212,7 +212,7 @@ class PySRRegressor(MultiOutputMixin, RegressorMixin, BaseEstimator):
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(highest accuracy).
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- `"score"` selects the candidate model with the highest score.
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Score is defined as the derivative of the log-loss with
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-
respect to complexity - if an expression has a much better
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oss at a slightly higher complexity, it is preferred.
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- `"best"` selects the candidate model with the highest score
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among expressions with a loss better than at least 1.5x the
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(highest accuracy).
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- `"score"` selects the candidate model with the highest score.
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214 |
Score is defined as the derivative of the log-loss with
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215 |
+
respect to complexity - if an expression has a much better
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216 |
oss at a slightly higher complexity, it is preferred.
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217 |
- `"best"` selects the candidate model with the highest score
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218 |
among expressions with a loss better than at least 1.5x the
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