International Journal of Management, IT and Engineering
  • Year: 2018
  • Volume: 8
  • Issue: 9

Comparing Different Classification Techniques Using Data Mining Tools

  • Author:
  • Bhawana Mathur, Manju Kaushik
  • Total Page Count: 12
  • Page Number: 273 to 284

Department of Computer Science & Engineering, JECRC University, Jaipur (India)

Online published on 18 October, 2019.

Abstract

The model has been developed by classification methods such as Chidambar and Kemerar Matrix Suit, and by LoC Metric, ADT, Decision Table, Hyper Pipe, and Naive Bayes. Results depend on 05 open sources Java software with diverse fields such as databases, formats, and protocols, games and entertainment, multimedia, science and engineering. These have been used to test the total sample of 8 characteristics (one for seven for input and one for output), with 3518 examples. The prototype is then evaluated using two specific performance parameters, precision, and F-measurement. In this investigation, we used classification strategies that use the data mining tool.

Keywords

ADTree, Decision Table, Hyper Pipes, CK Metrics, Object-Oriented Software, Performance Measurement