NLP

Text predictions

Model	F1-score	Kernel	Hyper parameter
Naive bayes
Bernoulli	0.78814132936
MultinomialNB	0.78681626928
SVM
svm.LinearSVC	0.819021120		Default
svm.SVC	0.507625	RBF	Default
svm.SVC	0.839984601	RBF	C = 10 gamma=1

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
data		data
model		model
sentiment		sentiment
templates		templates
.DS_Store		.DS_Store
App.py		App.py
README.md		README.md
SVM_MODEL_Gridsearch.py		SVM_MODEL_Gridsearch.py
chat_bot (1).py		chat_bot (1).py
chat_bot.ipynb		chat_bot.ipynb
chat_bot.py		chat_bot.py
chit_chat.txt		chit_chat.txt
nb_amazonReview-SVM_MODEL-grid search.ipynb		nb_amazonReview-SVM_MODEL-grid search.ipynb
nb_amazonReview.ipynb		nb_amazonReview.ipynb

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