Index Link

  • RootNode
    • Co-operative College, Mandalay
    • Cooperative College, Phaunggyi
    • Co-operative University, Sagaing
    • Co-operative University, Thanlyin
    • Dagon University
    • Kyaukse University
    • Laquarware Technological college
    • Mandalay Technological University
    • Mandalay University of Distance Education
    • Mandalay University of Foreign Languages
    • Maubin University
    • Mawlamyine University
    • Meiktila University
    • Mohnyin University
    • Myanmar Institute of Information Technology
    • Myanmar Maritime University
    • National Management Degree College
    • Naypyitaw State Academy
    • Pathein University
    • Sagaing University
    • Sagaing University of Education
    • Taunggyi University
    • Technological University, Hmawbi
    • Technological University (Kyaukse)
    • Technological University Mandalay
    • University of Computer Studies, Mandalay
    • University of Computer Studies Maubin
    • University of Computer Studies, Meikhtila
    • University of Computer Studies Pathein
    • University of Computer Studies, Taungoo
    • University of Computer Studies, Yangon
    • University of Dental Medicine Mandalay
    • University of Dental Medicine, Yangon
    • University of Information Technology
    • University of Mandalay
    • University of Medicine 1
    • University of Medicine 2
    • University of Medicine Mandalay
    • University of Myitkyina
    • University of Public Health, Yangon
    • University of Veterinary Science
    • University of Yangon
    • West Yangon University
    • Yadanabon University
    • Yangon Technological University
    • Yangon University of Distance Education
    • Yangon University of Economics
    • Yangon University of Education
    • Yangon University of Foreign Languages
    • Yezin Agricultural University
    • New Index

Item

{"_buckets": {"deposit": "c412be11-837f-4483-8b4d-ebbada8ed3c8"}, "_deposit": {"id": "4930", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4930"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4930", "sets": ["user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Classification of Import Market by using CART Algorithm", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "The goal of this paper is to classify Import Market data to support the decision makers for Import Market. The main task performed in this system is used Classification and Regression Tree (CART) Algorithm. In this paper, there are two mains phases. In the training phase, attributes are analyzed by impurity function (Gini index) method. The impurity function (Gini index) measured method is used which computes the maximally reduce impurity of each attribute for the training data set. By using the training data, this system will construct the model or classifier to generate the form of classification rules. In the testing phase, calculate the accuracy of the classification rules by using the test data. This system will construct the decision tree according to the new product data and produces the result that is decision for how to investment."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Classification"}, {"interim": "Decision Tree"}, {"interim": "CART (Classification and Regression Tree)"}, {"interim": "Impurity Function (Gini Index)"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-07-12"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "psc2010paper (19).pdf", "filesize": [{"value": "546 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 546000.0, "url": {"url": "https://meral.edu.mm/record/4930/files/psc2010paper (19).pdf"}, "version_id": "8c7eff13-2102-4eba-a778-777259cf1fc8"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Fifth Local Conference on Parallel and Soft Computing", "subitem_pages": "", "subitem_volume": ""}]}, "item_1583103147082": {"attribute_name": "Conference papers", "attribute_value_mlt": [{"subitem_acronym": "", "subitem_c_date": "", "subitem_conference_title": "", "subitem_part": "", "subitem_place": "", "subitem_session": "", "subitem_website": ""}]}, "item_1583103211336": {"attribute_name": "Books/reports/chapters", "attribute_value_mlt": [{"subitem_book_title": "", "subitem_isbn": "", "subitem_pages": "", "subitem_place": "", "subitem_publisher": ""}]}, "item_1583103233624": {"attribute_name": "Thesis/dissertations", "attribute_value_mlt": [{"subitem_awarding_university": "", "subitem_supervisor(s)": [{"subitem_supervisor": ""}]}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Pearl"}, {"subitem_authors_fullname": "Aung, Wint Thinzar"}]}]}, "item_1583108359239": {"attribute_name": "Upload type", "attribute_value_mlt": [{"interim": "Publication"}]}, "item_1583108428133": {"attribute_name": "Publication type", "attribute_value_mlt": [{"interim": "Article"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2010-12-16"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/831"}, "item_title": "Classification of Import Market by using CART Algorithm", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004930", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-12"}, "publish_date": "2019-07-12", "publish_status": "0", "recid": "4930", "relation": {}, "relation_version_is_last": true, "title": ["Classification of Import Market by using CART Algorithm"], "weko_shared_id": -1}

Classification of Import Market by using CART Algorithm

http://hdl.handle.net/20.500.12678/0000004930
226dfc4f-238e-4806-a177-e86332ce783a
c412be11-837f-4483-8b4d-ebbada8ed3c8
None
Name / File License Actions
psc2010paper psc2010paper (19).pdf (546 Kb)
Publication type
Article
Upload type
Publication
Title
Title Classification of Import Market by using CART Algorithm
Language en
Publication date 2010-12-16
Authors
Pearl
Aung, Wint Thinzar
Description
The goal of this paper is to classify Import Market data to support the decision makers for Import Market. The main task performed in this system is used Classification and Regression Tree (CART) Algorithm. In this paper, there are two mains phases. In the training phase, attributes are analyzed by impurity function (Gini index) method. The impurity function (Gini index) measured method is used which computes the maximally reduce impurity of each attribute for the training data set. By using the training data, this system will construct the model or classifier to generate the form of classification rules. In the testing phase, calculate the accuracy of the classification rules by using the test data. This system will construct the decision tree according to the new product data and produces the result that is decision for how to investment.
Keywords
Classification, Decision Tree, CART (Classification and Regression Tree), Impurity Function (Gini Index)
Identifier http://onlineresource.ucsy.edu.mm/handle/123456789/831
Journal articles
Fifth Local Conference on Parallel and Soft Computing
Conference papers
Books/reports/chapters
Thesis/dissertations
0
0
views
downloads
Views Downloads

Export

OAI-PMH
  • OAI-PMH DublinCore
Other Formats