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Update svm_author_id.py #285

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9 changes: 8 additions & 1 deletion svm/svm_author_id.py
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Original file line number Diff line number Diff line change
Expand Up @@ -18,7 +18,14 @@
### and testing datasets, respectively
### labels_train and labels_test are the corresponding item labels
features_train, features_test, labels_train, labels_test = preprocess()

clf=svm.SVC(kernel="linear")
clf.fit(features_train,labels_train)
pred=clf.predict(features_test)
from sklearn.metrics import accuracy_score
acc = accuracy_score(pred, labels_test)

def submitAccuracy():
return acc



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