I got error like this :
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-38-b9ac626e6121> in <module>
5
6 # Fitting TF-IDF to both training and test sets (semi-supervised learning)
----> 7 tfv.fit(list(xtrain) + list(xvalid))
8 xtrain_tfv = tfv.transform(xtrain)
9 xvalid_tfv = tfv.transform(xvalid)
TypeError: 'list' object is not callable
When I run these codes in python:
tfv = TfidfVectorizer(min_df=3, max_features=None,
strip_accents='unicode', analyzer='word',token_pattern=r'\w{1,}',
ngram_range=(1, 3), use_idf=1,smooth_idf=1,sublinear_tf=1,
stop_words = 'english')
# Fitting TF-IDF to both training and test sets (semi-supervised learning)
tfv.fit(list(xtrain) + list(xvalid))
xtrain_tfv = tfv.transform(xtrain)
xvalid_tfv = tfv.transform(xvalid)
P.S. I also tried to convert the xtrain to list with xtrain.tolist(), but it doesn't work for me either.
From the code you provided nothing seems wrong. However, I hypothesize that somewhere before that block of code, you assigned an object to the variable name list (most likely something along the lines of list = [...]) which is usually the cause of this error.
Try to find that line of code if it exists and rename that variable. Generally it is not a good idea to rename built-in types for this reason. For more info read this