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sahh modified navie_id #290

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sahh modified navie_id #290

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13 changes: 11 additions & 2 deletions naive_bayes/nb_author_id.py
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Original file line number Diff line number Diff line change
Expand Up @@ -11,7 +11,7 @@
"""

import sys
from time import time
from time import ti
sys.path.append("../tools/")
from email_preprocess import preprocess

Expand All @@ -24,8 +24,17 @@



#########################################################
### your code goes here ###
from sklearn.naive_bayes import GaussianNB
clf=GaussianNB()
t0=time()
clf.fit(features_train[0:1400],labels_train[0:1400])
print("training time",round(time()-t0,3),"s")
t0=time()
pred_label= clf.predict(features_test)
print("testing time:",round(time()-t0,3),"s")
from sklearn.metrics import accuracy_score
acc=accuracy_score(labels_test,pred_label)


#########################################################
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