Open access Jurnal SINTA 1
Handwritten digits recognition with decision tree classification: a machine learning approach
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 9 No. 5 (2019)
- ISSN
- 2722-2578, 2088-8708
- Published
- 2019-10-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
Handwritten digits recognition is an area of machine learning, in which a machine is trained to identify handwritten digits. One method of achieving this is with decision tree classification model. A decision tree classification is a machine learning approach that uses the predefined labels from the past known sets to determine or predict the classes of the future data sets where the class labels are unknown. In this paper we have used the standard kaggle digits dataset for recognition of handwritten digits using a decision tree classification approach. And we have evaluated the accuracy of the model against each digit from 0 to 9.
Collaboration network of the authors
20 authors · 61 co-authorship links · 42 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Aksum University
- St. Peter's Institute of Higher Education and Research
- Injibara University
- Koneru Lakshmaiah Education Foundation
- Afe Babalola University
- Rivers State University
- University of Port Harcourt
- Other organisations
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Ayodeji Olalekan Salau | Afe Babalola University | 4 |
| Tamilarasi Suresh | St. Peter's Institute of Higher Education and Research | 3 |
| Napa Komal Kumar | St. Peter's Institute of Higher Education and Research | 2 |
| Tsrity Asefa Berihu | Aksum University | 1 |
| Varun Kumar | Aksum University | 1 |
| R. Subhashni | St. Peter's Institute of Higher Education and Research | 1 |
| Crescent Onyebuchi Omeje | Rivers State University | 1 |
| Sepiribo Lucky Braide | University of Port Harcourt | 1 |
| Ravulapalli Lakshmi Tulasi | R.V. College of Engineering | 1 |
| Sangeetha Ganesan | Affiliation unknown | 1 |
| Radha Mothukuri | Koneru Lakshmaiah Education Foundation | 1 |
| Elisha Didam Markus | Central University of Technology | 1 |
| Joy Nnenna Eneh | University of Nigeria | 1 |
| Thankgod Izuchukwu Ozue | Saveetha University | 1 |
| Amogne Andualem Ayalew | Mizan Tepi University | 1 |
| Melaku Lake Tegegne | Injibara University | 1 |
| Bommy Manivannan | Affiliation unknown | 1 |
| Battula Krishna Prasad | Koneru Lakshmaiah Education Foundation | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.