@@ -240,19 +240,7 @@ preprocess.head()
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@@ -366,19 +354,7 @@ compound.head()
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357+ 382358<table border =" 1 " class =" dataframe " >
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@@ -675,13 +651,6 @@ files.download('nb_submission.csv') ### remove this line of code if not using co
675651```
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678- 679- 680- '\ncv = TfidfVectorizer(ngram_range=(1,2)) \nX = tv.fit_transform(train[\'text\'])\n\ny_kaggle = clf.predict(tv.transform(test[\'text\']))\ntest[\'target\'] = pd.DataFrame(y_kaggle.tolist())\ntest[[\'target\', \'ids\']].to_csv("nb_submission.csv", index=False)\n'
681- 682- 683- 684- 685654``` python
686655from sklearn.metrics import classification_report
687656clf = GridSearchCV(text_clf, tuned_parameters, cv = 10 )
@@ -1009,19 +978,7 @@ preprocess.head()
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1019- }
1020- 1021- .dataframe thead th {
1022- text-align right ;
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1024- </style >
981+ 1025982<table border =" 1 " class =" dataframe " >
1026983 <thead >
1027984 <tr style="text-align: right;">
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