Machine learning evaluations using WEKA
by
Thomas Johnson III
University
Honors Thesis
Elizabeth City State University
University Honors Program
Elizabeth City,
North Carolina
Spring 2020
Machine Learning with WEKA
1
Machine learning evaluations using WEKA
By
Thomas Johnson III
Defense Date:
May 7, 2020
Approved:
______________________________
Malcolm D’Costa PhD, Advisor
Assistant Professor
of Computer Science
Dept. of
Mathematics Computer Science, &
Engineering Technology
Krishna H.
Kulkarni
______________________________
Krishna H. Kulkarni, PhD Professor
Dept. of Mathematics Computer Science,&
Engineering Technology
Elizabeth
City State University
Elizabeth City State University
Andre P. Stevenson
______________________________
Andre P. Stevenson, PhD
Professor of Social Work
Director,
University Honors Program
Elizabeth City State University
Machine Learning with WEKA
2
Table of Contents
I.
Abstract
3
II.
Introduction
4
III.
Proposed
Hypothesis
5
IV.
Machine Learning Theory
5
V.
Related Literature
6
VI.
Methodology
13
Data Construction
13
WEKA
14
Machine Learning
15
Building
Models
16
VII. Discussion
22
VIII. Future Work
25
IX.
Conclusion
26
X.
References
27