I am trying to run MultinomiaL Naive bayes and receiving the below error. Sample training data is given. Test data is exactly similar.
def main():
text_train, targets_train = read_data('train')
text_test, targets_test = read_data('test')
classifier1 = MultinomialNB()
classifier1.fit(text_train, targets_train)
prediction1 = classifier1.predict(text_test)
Sample Data:
Train:
category, text
Family, I love you Mom
University, I hate this course
Sometimes I face this question and find most of reason from the error is the input data should be 2-D array, such as if you want to build a regression model. you write this code and then you will face this error!
for example:
a = np.array([1,2,3]).T
b = np.array([4,5,6]).T
regr = linear_model.LinearRegression()
regr.fit(a, b)
then you should add something!
a = np.array([[1,2,3]]).T
b = np.array([[4,5,6]]).T
lastly you will be run normally! so it is just my empirical! This is just a reference, not a standard answer！ i am from Chinese as a student in learning English and python!
