clarify warning about small target values with MAPE (#3615)

microsoft · Dec 11, 2020 · 24298ed · 24298ed
1 parent 6320f1d
commit 24298ed
Showing 1 changed file with 3 additions and 1 deletion.
diff --git a/src/objective/regression_objective.hpp b/src/objective/regression_objective.hpp
@@ -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;
       }
     }