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TopicClassificationChallenge

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Long english text passages are given, a genuine topic is needed to be assigned to the particular text passage. After cleaning the dataset, features were learnt using thidf approach, Linear SVC is used to get the final prediction

classification dataset featureselect linearsvc nltk pandas-dataframe preprocessing python3 sklearn-library stemming stopwords-removal topic

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Name		Name	Last commit message	Last commit date
data		data
.gitignore		.gitignore
FinalSubmission.csv		FinalSubmission.csv
README.md		README.md
requirements.txt		requirements.txt
topicClassifier.py		topicClassifier.py

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TopicClassificationChallenge

Resources:

For Preprocessing

-https://dzone.com/articles/nlp-tutorial-using-python-nltk-simple-examples

For the model

-https://www.youtube.com/watch?v=5xDE06RRMFk

Install Requirements

pip3 install -r requirements.txt

About

Long english text passages are given, a genuine topic is needed to be assigned to the particular text passage. After cleaning the dataset, features were learnt using thidf approach, Linear SVC is used to get the final prediction

classification dataset featureselect linearsvc nltk pandas-dataframe preprocessing python3 sklearn-library stemming stopwords-removal topic

0 stars

1 watching

Report repository

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