Machine Learning for Phishing Website Detection
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Updated
Mar 1, 2020 - HTML
Machine Learning for Phishing Website Detection
Spotify Recommendation System and Music Analytics
Design and compare the performances of Information Retrieval Models of TF-IDF, Cosine Similarity, BM25. Implemented query expansion using psuedo relevance feedback to display better results.
Improving text classification with vectors of reduced precision
Intent classification is the automatic categorization of text data based on customer goals. It is known to be a complex problem in NLP. Sequence Labelling aims to classify each token (word) in a class space C. This project addresses these two problem statements by covering the basic concepts of NLP to advanced ones. For instance, linguistics ana…
This repository is dedicated to Spam Classifiers like E-Mail Spam Classifier, Message Classifiers etc. This Spam Classifier can correctly classify 4 out of 5 top Spam messages listed in AdaptiveMobile Security site. https://www.adaptivemobile.com/newsroom/press-release/five-top-spam-texts-for-2012-revealed-in-adaptivemobiles-ongoing-threat-ana
DocBuddy is a Flask web app that lets users upload and interact with PDF files by summarizing content, suggesting keywords, and providing a basic Q&A feature, all through an intuitive interface.
PROJECTS from Data Science and Analytics, MSc Program 2016-2017 | Hira Fatima
A natural language processing and machine learning project that predicts spam messages and explains how it does so
Bible Classification Task
a python implementation of journal similarity using TF-IDF and Cosine Similarity (including 2 keyword extraction method)
A simple search engine using TF.IDF algorithm
Seasonality and text analysis of Boston Airbnb data
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