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4 changes: 2 additions & 2 deletions 2016-11_Seminar/Session 3 - Relation CNN/code/CNN.py
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Expand Up @@ -133,7 +133,7 @@ def getPrecision(pred_test, yTest, targetLabel):

f1Sum = 0
f1Count = 0
for targetLabel in xrange(1, max(yTest)):
for targetLabel in xrange(1, max(yTest)+1):
prec = getPrecision(pred_test, yTest, targetLabel)
rec = getPrecision(yTest, pred_test, targetLabel)
f1 = 0 if (prec+rec) == 0 else 2*prec*rec/(prec+rec)
Expand All @@ -143,4 +143,4 @@ def getPrecision(pred_test, yTest, targetLabel):

macroF1 = f1Sum / float(f1Count)
max_f1 = max(max_f1, macroF1)
print "Non-other Macro-Averaged F1: %.4f (max: %.4f)\n" % (macroF1, max_f1)
print "Non-other Macro-Averaged F1: %.4f (max: %.4f)\n" % (macroF1, max_f1)