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GroupNo12-AnomalyDetectionUsingMachineLearning

We collected logs using Splunk which were truncated and compiled into the given csv format. There are two files 1521029641_1296.csv and testall.csv. 1521029641_1296.csv file consists of all the logs that were generated with some error message or warning or some anomaly, whereas testall.csv is for all the system logs.


To execution of the program is in order

  1. kmodes.py : For generation of clusters
  2. heatmap.py : generating heatmap diagram
  3. Scatterplot.py : generating scatter plot graph
  4. Parallelcoords.py: Generating parallel coordinates graph for error logs
  5. Parallelcoordsfull.py.: Generating parallel coordinates graph for all the logs

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BE Project. Group Memebers - Vedant, Yash, Karan, Aditya

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