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+0.9988819093905114 +0.5497225088946008 +2.606306695320909e-08 +0.7999715418938746 +0.9999862624182483 +0.07965799270579986 +0.9999999998860858 +0.6734534987618115 +1.038646605151956e-05 +0.85248057393966 +0.9999460617552356 +0.2499087687769617 +0.9999999999919282 +2.2256337569312716e-06 +0.9999999992267021 +0.9999999335425991 +0.012193878871779478 +0.9999999999977831 +0.0025064691398490966 +0.9342301438681655 +0.4952194852267107 +0.9987208395498589 +0.381969280120887 +0.7208449093482813 +0.007727457402696592 +0.9885903231119467 +7.802603317275446e-07 +0.8020289183212591 diff --git a/predict_rm.py b/predict_rm.py index 6966aec..d080a11 100644 --- a/predict_rm.py +++ b/predict_rm.py @@ -16,15 +16,15 @@ def predict(): dev0_vectorizer = vectorizer.transform(devdoc) testA_vectorizer = vectorizer.transform(testdoc) - y_dev = clf.predict(dev0_vectorizer) - y_test = clf.predict(testA_vectorizer) + y_dev = clf.predict_proba(dev0_vectorizer) + y_test = clf.predict_proba(testA_vectorizer) with open("dev-0/out.tsv", "w") as devout: for line in y_dev: - devout.write(line+"\n") + devout.write(str(line[1])+"\n") with open("test-A/out.tsv", "w") as testaout: for line in y_test: - testaout.write(line+"\n") + testaout.write(str(line[1])+"\n") predict() diff --git a/test-A/out.tsv b/test-A/out.tsv index e5f38ab..dc5999c 100644 --- a/test-A/out.tsv +++ b/test-A/out.tsv @@ -1,5153 +1,5153 @@ -0 -0 -1 -0 -0 -0 -1 -1 -0 -1 -1 -1 -1 -1 -1 -1 -0 -1 -0 -1 -1 -1 -1 -1 -0 -0 -1 -1 -1 -1 -1 -1 -1 -1 -0 -1 -0 -1 -1 -1 -1 -1 -1 -0 -1 -1 -1 -0 -0 -1 -0 -1 -1 -1 -1 -0 -0 -0 -0 -1 -1 -0 -1 -1 -1 -0 -1 -1 -0 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -0 -1 -1 -1 -1 -1 -0 -0 -1 -1 -1 -0 -1 -1 -0 -1 -1 -1 -1 -0 -1 -1 -1 -0 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -0 -1 -0 -1 -1 -1 -0 -0 -0 -1 -1 -0 -1 -1 -0 -1 -0 -1 -1 -1 -1 -0 -1 -1 -1 -1 -0 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 -0 -0 -1 -1 -1 -0 -0 -1 -1 -1 -0 -1 -1 -0 -1 -0 -0 -0 -1 -1 -0 -1 -1 -1 -1 -1 -0 -1 -1 -1 -1 -1 -1 -1 -1 -0 -1 -1 -1 -1 -1 -0 -1 -1 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