Computers & Internet Books:

Survey on Data Mining Techniques in Intrusion Detection

Click to share your rating 0 ratings (0.0/5.0 average) Thanks for your vote!

Format:

Paperback / softback
Survey on Data Mining Techniques in Intrusion Detection by Amanpreet Chauhan
$189.00

or 4 payments of $47.25 with Learn more

Available from supplier

The item is brand new and in-stock with one of our preferred suppliers. The item will ship from the Mighty Ape warehouse within the timeframe shown below.

Usually ships in 2-3 weeks
Free Delivery with Primate
Join Now or upgrade at checkout

Availability

Delivering to:

Estimated arrival:

  • Around 11-14 May using standard courier service

Description

Data mining is the extraction of the valuable data from the large amount of data. There are numerous number of algorithms available for data mining. Single algorithm is not capable of producing efficient results. There is a key term in data mining known as ensemble learning which means combining two or more classifiers for the better result.I have used the KDD'99 dataset for the experiment which have 41 features labeled either as normal or as attack. In this book I have represented how the graphical tool weka can be used for data mining and how ensemble learning can be implemented using weka. I have used three classifiers with the Bagging ensemble learning approach which are complementary naive bayes and two are rule based classifiers, part and jrip. My experiment shows that bagging improves the efficiency of the rule based classifiers as well as of naive bayes; however, the rule based classifiers become more efficient with bagging.
Release date NZ
April 12th, 2012
Pages
64
Audience
  • General (US: Trade)
Illustrations
black & white illustrations
Country of Publication
Germany
Imprint
Lap Lambert Academic Publishing
Dimensions
152x229x4
ISBN-13
9783848480135
Product ID
26955318

Customer reviews

Nobody has reviewed this product yet. You could be the first!

Write a Review

Marketplace listings

There are no Marketplace listings available for this product currently.
Already own it? Create a free listing and pay just 9% commission when it sells!

Sell Yours Here

Help & options

Filed under...