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https://publication.npru.ac.th/jspui/handle/123456789/1936Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Suksamai, Chutima | - |
| dc.contributor.author | Kairung Hengpraprohm, Kairung | - |
| dc.contributor.author | Hengpraprohm, Supojn | - |
| dc.date.accessioned | 2023-11-06T10:13:38Z | - |
| dc.date.available | 2023-11-06T10:13:38Z | - |
| dc.date.issued | 2023-07-14 | - |
| dc.identifier.isbn | 978-974-7063-43-1 | - |
| dc.identifier.uri | https://publication.npru.ac.th/jspui/handle/123456789/1936 | - |
| dc.description.abstract | The objectives of this research are: 1) to study the methods for data classification of hepatitis virus occurrence, and 2) to compare the efficiency of hepatitis data classification by using 3 techniques including k Nearest Neighbor, Decision Tree, and Naive Bayes. The results show Naive Bayes and the Decision Tree give the best performance by providing 100% accuracy, 100% accuracy, and 100% recall followed by k Nearest neighbor with 91% accuracy, 91% accuracy, and 100% recall. | en_US |
| dc.publisher | The 15th NPRU National Academic Conference Nakhon Pathom Rajabhat University | en_US |
| dc.relation.ispartofseries | Proceedings of the 15th NPRU National Academic Conference;613 | - |
| dc.subject | K-Nearest neighbor | en_US |
| dc.subject | Decision Tree | en_US |
| dc.subject | Naive Bayes | en_US |
| dc.subject | Hepatitis B Virus Infection | en_US |
| dc.subject | Data Classification | en_US |
| dc.title | A Comparison of Data Classification Efficiency for Hepatitis | en_US |
| dc.title.alternative | การเปรียบเทียบประสิทธิภาพการจาแนกข้อมูลการเกิดโรคไวรัสตับอักเสบ | en_US |
| dc.type | Article | en_US |
| Appears in Collections: | Proceedings of the 15th NPRU National Academic Conference | |
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