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tianlh
LightGBM-DCU
Commits
24298edf
"R-package/vscode:/vscode.git/clone" did not exist on "784f38415d4dd08ccefe2a536d08971020672cca"
Unverified
Commit
24298edf
authored
Dec 11, 2020
by
James Lamb
Committed by
GitHub
Dec 10, 2020
Browse files
clarify warning about small target values with MAPE (#3615)
parent
6320f1df
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src/objective/regression_objective.hpp
src/objective/regression_objective.hpp
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src/objective/regression_objective.hpp
View file @
24298edf
...
...
@@ -587,7 +587,9 @@ class RegressionMAPELOSS : public RegressionL1loss {
RegressionL2loss
::
Init
(
metadata
,
num_data
);
for
(
data_size_t
i
=
0
;
i
<
num_data_
;
++
i
)
{
if
(
std
::
fabs
(
label_
[
i
])
<
1
)
{
Log
::
Warning
(
"Met 'abs(label) < 1', will convert them to '1' in MAPE objective and metric"
);
Log
::
Warning
(
"Some label values are < 1 in absolute value. MAPE is unstable with such values, "
"so LightGBM rounds them to 1.0 when calculating MAPE."
);
break
;
}
}
...
...
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