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KDD_CUP_99

KDDCUP99 Competition

Summary

This is my attempt at data analysis of the KDDCUP99 dataset.

Task 1:

simple data analysis of dataset using basic mathematical functions: "mix, max, median, mean, standard deviation".

Task 2:

  1. One-hot-encoding

  2. Developed an algorithm to distribute the values in column ‘src_bytes’ into 1 & 0 equally sized bins

  3. Perform under sample on row “attack”

  4. Using matplotlib to better visualise data

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