Spaces:
Sleeping
Sleeping
MilesCranmer
commited on
Commit
•
73d0a98
1
Parent(s):
175b024
Clean up docstring
Browse files- pysr/sr.py +2 -2
pysr/sr.py
CHANGED
@@ -211,9 +211,9 @@ class PySRRegressor(MultiOutputMixin, RegressorMixin, BaseEstimator):
|
|
211 |
- `"accuracy"` selects the candidate model with the lowest loss
|
212 |
(highest accuracy).
|
213 |
- `"score"` selects the candidate model with the highest score.
|
214 |
-
Score is defined as the derivative of the log-loss with
|
215 |
respect to complexity - if an expression has a much better
|
216 |
-
|
217 |
- `"best"` selects the candidate model with the highest score
|
218 |
among expressions with a loss better than at least 1.5x the
|
219 |
most accurate model.
|
|
|
211 |
- `"accuracy"` selects the candidate model with the lowest loss
|
212 |
(highest accuracy).
|
213 |
- `"score"` selects the candidate model with the highest score.
|
214 |
+
Score is defined as the negated derivative of the log-loss with
|
215 |
respect to complexity - if an expression has a much better
|
216 |
+
loss at a slightly higher complexity, it is preferred.
|
217 |
- `"best"` selects the candidate model with the highest score
|
218 |
among expressions with a loss better than at least 1.5x the
|
219 |
most accurate model.
|