Microsoft Word Thomas Johnson II -honors Thesis final spring 2020. docx


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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 

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 

Table of Contents 
I. 
Abstract

II. 
Introduction 

III. 
Proposed Hypothesis 

IV. 
Machine Learning Theory

V. 
Related Literature

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 
 

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