Merge pull request #15 from Jedges/master

Fix caculate the MAPE
NYU-MLDA · Aug 16, 2024 · 82bead6 · 82bead6
2 parents 936a3b6 + 7055c51
commit 82bead6
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diff --git a/models/qor/SynthNetV1/utils.py b/models/qor/SynthNetV1/utils.py
@@ -255,7 +255,7 @@ def doScatterAndTopKRanking(batchLen,batchSize,batchData,dumpDir,trainMode):
         accuracyFileWriter.write(endDelim)
         desDF1.to_csv(osp.join(dumpDir,"desDF1_"+trainMode+"_"+d+".csv"),index=False)
         desDF2.to_csv(osp.join(dumpDir,"desDF2_"+trainMode+"_"+d+".csv"),index=False)
-        mapeScore = mean_absolute_percentage_error(designDF.prediction.to_list(),designDF.actual.to_list())
+        mapeScore = mean_absolute_percentage_error(designDF.actual.to_list(),designDF.prediction.to_list())
         print("MAPE ("+d+"): "+str(mapeScore))
     accuracyFileWriter.close()
 

diff --git a/models/qor/SynthNetV2/utils.py b/models/qor/SynthNetV2/utils.py
@@ -255,7 +255,7 @@ def doScatterAndTopKRanking(batchLen,batchSize,batchData,dumpDir,trainMode):
         accuracyFileWriter.write(endDelim)
         desDF1.to_csv(osp.join(dumpDir,"desDF1_"+trainMode+"_"+d+".csv"),index=False)
         desDF2.to_csv(osp.join(dumpDir,"desDF2_"+trainMode+"_"+d+".csv"),index=False)
-        mapeScore = mean_absolute_percentage_error(designDF.prediction.to_list(),designDF.actual.to_list())
+        mapeScore = mean_absolute_percentage_error(designDF.actual.to_list(),designDF.prediction.to_list())
         print("MAPE ("+d+"): "+str(mapeScore))
     accuracyFileWriter.close()
 

diff --git a/models/qor/SynthNetV3/utils.py b/models/qor/SynthNetV3/utils.py
@@ -255,7 +255,7 @@ def doScatterAndTopKRanking(batchLen,batchSize,batchData,dumpDir,trainMode):
         accuracyFileWriter.write(endDelim)
         desDF1.to_csv(osp.join(dumpDir,"desDF1_"+trainMode+"_"+d+".csv"),index=False)
         desDF2.to_csv(osp.join(dumpDir,"desDF2_"+trainMode+"_"+d+".csv"),index=False)
-        mapeScore = mean_absolute_percentage_error(designDF.prediction.to_list(),designDF.actual.to_list())
+        mapeScore = mean_absolute_percentage_error(designDF.actual.to_list(),designDF.prediction.to_list())
         print("MAPE ("+d+"): "+str(mapeScore))
     accuracyFileWriter.close()