Log in
Language:

MERAL Myanmar Education Research and Learning Portal

  • Top
  • Universities
  • Ranking
To
lat lon distance
To

Field does not validate



Index Link

Index Tree

Please input email address.

WEKO

One fine body…

WEKO

One fine body…

Item

{"_buckets": {"deposit": "37dda214-3a2f-4204-9b98-dea1ca76b2bf"}, "_deposit": {"id": "3632", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "3632"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/3632", "sets": ["1597824273898", "user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Comparative Study of Decision Tree Algorithms: ID3 and CART", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Classification of data objcts based on a predefined knowledge of the objects is a data mining and knowledge management techniques used grouping similar data objects together. It can be defined as supervised learning algorithms as it assigns class labels to data objects based on the relationship between the data items with a predefined class label. Classification algorithms have a wide range of applications like fraud detection, artificial intelligence, and credit card rating etc. Also there are many classification algorithms available in literature but decision trees is the most commonly used because of its ease of implementation and easier to understand compared to other classification algorithms. In this study, decision tree algorithm: Iterative Dichotomiser (ID3) and Classification and Regression Tree (CART) algorithms are implemented and compared experimental results from both training and testing phase to evaluate the performance of two algorithms using Stalog (German Credit), Mushroom and Stalog (Heart) datasets."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value": []}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-07-26"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "Comparative Study of Decision Tree Algorithms.pdf", "filesize": [{"value": "7 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 7000.0, "url": {"url": "https://meral.edu.mm/record/3632/files/Comparative Study of Decision Tree Algorithms.pdf"}, "version_id": "14c21ef0-b16f-4c7f-bebe-6f913f4e2dac"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Sixth 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": "Thu, Su Myat"}, {"subitem_authors_fullname": "Pa, Win Pa"}]}]}, "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": "2011-12-29"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/1364"}, "item_title": "Comparative Study of Decision Tree Algorithms: ID3 and CART", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000003632", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-26"}, "publish_date": "2019-07-26", "publish_status": "0", "recid": "3632", "relation": {}, "relation_version_is_last": true, "title": ["Comparative Study of Decision Tree Algorithms: ID3 and CART"], "weko_shared_id": -1}
  1. University of Computer Studies, Yangon
  2. Conferences

Comparative Study of Decision Tree Algorithms: ID3 and CART

http://hdl.handle.net/20.500.12678/0000003632
http://hdl.handle.net/20.500.12678/0000003632
d62216b8-925f-41b3-a896-2401d9d944e9
37dda214-3a2f-4204-9b98-dea1ca76b2bf
None
Preview
Name / File License Actions
Comparative Comparative Study of Decision Tree Algorithms.pdf (7 Kb)
Back
0
0
views
downloads
See details
Views Downloads

Versions

Ver.1 2020-09-01 13:13:39.511057
Show All versions

Share

Mendeley Twitter Facebook Print Addthis

Export

OAI-PMH
  • OAI-PMH DublinCore
Other Formats
  • JSON

Confirm


Back to MERAL


Back to MERAL