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MilesCranmer
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•
9738395
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Parent(s):
135e2ff
Update docstring of `full_objective`
Browse files- pysr/sr.py +2 -2
pysr/sr.py
CHANGED
@@ -342,12 +342,12 @@ class PySRRegressor(MultiOutputMixin, RegressorMixin, BaseEstimator):
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of loss function or regularizations. The default `full_objective`
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used in SymbolicRegression.jl is roughly equal to:
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```julia
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-
function eval_loss(tree, dataset::Dataset{T}, options)::
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prediction, flag = eval_tree_array(tree, dataset.X, options)
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if !flag
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return T(Inf)
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end
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-
sum((prediction .- dataset.y) .^ 2) / dataset.n
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end
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```
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where the example elementwise loss is mean-squared error.
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of loss function or regularizations. The default `full_objective`
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used in SymbolicRegression.jl is roughly equal to:
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```julia
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+
function eval_loss(tree, dataset::Dataset{T,L}, options)::L where {T,L}
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prediction, flag = eval_tree_array(tree, dataset.X, options)
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if !flag
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return T(Inf)
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end
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+
return sum((prediction .- dataset.y) .^ 2) / dataset.n
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end
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```
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where the example elementwise loss is mean-squared error.
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