The notebook on famous Kaggle competition : Spooky Author Identification. The task is to identify the authors from their respective texts or work. I have first cleaned and pre-processed the text using standard NLP techniques like tokenization , stemming or lemmatization , stop-word removal etc.... I have also tried to create some meta features or hand-crafted features based on the author writing pattern. Then I have used the traditional BOW approach with TFIDF Vectorizer and the Count Vectorizer and then deployed ML algos like LogisticRegression and Naive Bayes which are well suited for text data. For me tfidf on count vectorizer gave best results till now ; My submission scored a multi-class log loss of 0.46 on kaggle private LB which is quite decent.

Kaggle NLP competition：https://www.kaggle.com/c/spooky-author-identification

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Notebooks to tackle the Kaggle Spooky Author competition. The challenge is to accurately identify the author from their sentences.

My capstone project work on the Kaggle Spooky Author Identification dataset for Udacity's Machine Learning Engineer Nanodegree program.

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A demonstration of some NLP techniques using the spooky author dataset

NLP and text classification models for the Spooky Author Kaggle competition

Final Project for the Spooky Author Identification contest on Kaggle.com

Text classification with scikit-learn, used to make predictions for Kaggle Spooky Author Identification competition

Kaggle Competition - Spooky Author Identification

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Kaggle competition https://www.kaggle.com/c/spooky-author-identification

Kaggle Spooky Authors Competition

Kaggle - Spooky Author Identification

Kaggle Spooky Authors competition

Spooky Author Identification(Kaggle)

Spooky author kaggle competition

Kaggle-Spooky Author Identification

Kaggle project "Spooky Authors"

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kaggle challenge SpookyAuthorIdentification

Code for this competition

Spooky Author Identification Competition on Kaggle

Spooky author identification project in data mining using python

Kaggle practice: Spooky Author Identification

Kaggle spooky_author_identification playground

Kaggle Competition Spooky Author Identification