GitHub - neilbarooah/Text-Classification: Text classification tool to automatically classify song lyrics by era. This includes building machine learning classifiers based on the generative model (Naive Bayes), the discriminative model (Perceptron) and a logistic regression classifier.

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Text classification tool to automatically classify song lyrics by era. This includes building machine learning classifiers based on the generative model (Naive Bayes), the discriminative model (Perceptron) and a logistic regression classifier.

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
.ipynb_checkpoints		.ipynb_checkpoints
__pycache__		__pycache__
gtnlplib		gtnlplib
pset1-submission		pset1-submission
.DS_Store		.DS_Store
bakeoff-dev.preds.npy		bakeoff-dev.preds.npy
bakeoff-test.preds.npy		bakeoff-test.preds.npy
bakeoff_submission.csv		bakeoff_submission.csv
best.params		best.params
collect_bakeoff.py		collect_bakeoff.py
logreg-es-dev.preds.npy		logreg-es-dev.preds.npy
logreg-es-test.preds.npy		logreg-es-test.preds.npy
lyrics-dev.csv		lyrics-dev.csv
lyrics-test-hidden.csv		lyrics-test-hidden.csv
lyrics-train.csv		lyrics-train.csv
make-submission.sh		make-submission.sh
manifest.txt		manifest.txt
nb-best-test.preds		nb-best-test.preds
nb-dev.preds		nb-dev.preds
nb-test.preds		nb-test.preds
perc-dev.preds		perc-dev.preds
perc-test.preds		perc-test.preds
pset1-submission.tgz		pset1-submission.tgz
pset1.ipynb		pset1.ipynb