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big-data-project's Introduction

5th Semester Big-Data-Project

Project Title :- Spam Detection Using Machine Learning and Spark Team members :

  1. Rushab Prakash
  2. Divyansh Raina
  3. Ootung
  4. Kushal

Running the files:

-> To run the streaming file use:python3 stream.py -f spam -b 100

-> To run the streamer file use: python3 streamer.py or /opt/spark/bin/spark-submit streamer.py

Models: the models we have used are

1)SGDclassifier

2)Logistic Regression

3)Random Forest classifier

4)K-Means Clustering

big-data-project's People

Contributors

kushaljamadagni avatar oottung avatar quantumboy-729 avatar rushab14 avatar

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