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test: weaken test condition
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MilesCranmer committed Nov 4, 2024
1 parent f75f1ee commit 8889de7
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Showing 2 changed files with 3 additions and 3 deletions.
4 changes: 2 additions & 2 deletions examples/template_expression.jl
Original file line number Diff line number Diff line change
Expand Up @@ -32,12 +32,12 @@ y = [(sin(x1[i]) + x3[i]^2, sin(x1[i]) + x3[i]) for i in eachindex(x1, x2, x3)]
model = SRRegressor(;
binary_operators=(+, *),
unary_operators=(sin,),
maxsize=15,
maxsize=20,
expression_type=TemplateExpression,
expression_options=(; structure),
# The elementwise needs to operate directly on each row of `y`:
elementwise_loss=((x1, x2), (y1, y2)) -> (y1 - x1)^2 + (y2 - x2)^2,
early_stop_condition=(loss, complexity) -> loss < 1e-5 && complexity <= 7,
early_stop_condition=(loss, complexity) -> loss < 1e-6 && complexity <= 7,
)

mach = machine(model, [x1 x2 x3], y)
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2 changes: 1 addition & 1 deletion test/test_mlj.jl
Original file line number Diff line number Diff line change
Expand Up @@ -144,7 +144,7 @@ end
fit!(mach)

# Check predictions
@test sum(abs2, predict(mach, X) .- Y) / length(X) < 1e-6
@test sum(abs2, predict(mach, X) .- Y) / length(X) < 1e-5

# Load the output CSV file
for i in 1:3
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