GitHub - shannonlee98/Reddit-Sarcasm-Detection: Machine learning project to detect sarcasm in Reddit comments

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Machine learning project to detect sarcasm in Reddit comments

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
.ipynb_checkpoints		.ipynb_checkpoints
Linear and Non-Linear Models.ipynb		Linear and Non-Linear Models.ipynb
README.txt		README.txt
X_test_news.npz		X_test_news.npz
news_performance.csv		news_performance.csv
news_performance.xlsx		news_performance.xlsx
rem_test_feats.csv		rem_test_feats.csv
rem_train_feats.csv		rem_train_feats.csv
test_tf_idf.npz		test_tf_idf.npz
tfidf_vect.pickle		tfidf_vect.pickle
train_tf_idf.npz		train_tf_idf.npz
y_test.csv		y_test.csv
y_test_news.csv		y_test_news.csv
y_train.csv		y_train.csv

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DATA INFO
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Parameters/preprocessing methods:
-50k features
-(1,2)-grams
-no stopwords removal
-no stemming/lemmatization
-all lowercase

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FILES INFO
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Files included below:

# Standard w/o extra columns
1) train_tf_idf.npz
2) test_tf_idf.npz
3) y_train.csv
4) y_test.csv

# For testing with extra columns (Includes additional 4 columns)
5) rem_train_feats.csv
6) rem_test_feats.csv

7) tfidf_vect.pickle (vectorizer file for extra info)

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LOADING DATA
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Refer to load.ipynb for loading instructions