{"id":"https://openalex.org/W3136629112","doi":"https://doi.org/10.4108/eai.27-2-2020.2303221","title":"Analyzing the Comparison of C4.5, CART and C5.0 Algorithms on Heart Disease Dataset using Decision Tree Method","display_name":"Analyzing the Comparison of C4.5, CART and C5.0 Algorithms on Heart Disease Dataset using Decision Tree Method","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3136629112","doi":"https://doi.org/10.4108/eai.27-2-2020.2303221","mag":"3136629112"},"language":"en","primary_location":{"id":"doi:10.4108/eai.27-2-2020.2303221","doi":"https://doi.org/10.4108/eai.27-2-2020.2303221","is_oa":true,"landing_page_url":"https://doi.org/10.4108/eai.27-2-2020.2303221","pdf_url":"http://eudl.eu/pdf/10.4108/eai.27-2-2020.2303221","source":{"id":"https://openalex.org/S4306423141","display_name":"International Conference ICT for Digital, Smart and Sustainable Development","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on ICT for Digital, Smart, and Sustainable Development, ICIDSSD 2020, 27-28 February 2020, Jamia Hamdard, New Delhi, India","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://eudl.eu/pdf/10.4108/eai.27-2-2020.2303221","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017889693","display_name":"Khin Phyu Ye Myint","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405276766","display_name":"University of Computer Studies, Hinthada","ror":"https://ror.org/007knfa06","country_code":"MM","type":"education","lineage":["https://openalex.org/I4405276766"]}],"countries":["MM"],"is_corresponding":true,"raw_author_name":"Khin Myint","raw_affiliation_strings":["Faculty of Information Science , University of Computer Studies , Hinthada , Myanmar ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Science , University of Computer Studies , Hinthada , Myanmar ,","institution_ids":["https://openalex.org/I4405276766"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019917818","display_name":"Hlaing Htake Khaung Tin","orcid":"https://orcid.org/0000-0003-0701-5806","observed_orcids":["https://orcid.org/0000-0003-0701-5806"]},"institutions":[{"id":"https://openalex.org/I4405276766","display_name":"University of Computer Studies, Hinthada","ror":"https://ror.org/007knfa06","country_code":"MM","type":"education","lineage":["https://openalex.org/I4405276766"]}],"countries":["MM"],"is_corresponding":false,"raw_author_name":"Hlaing Htake Khaung Tin","raw_affiliation_strings":["Faculty of Information Science,University of Computer Studies, Hinthada, Myanmar,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Science,University of Computer Studies, Hinthada, Myanmar,","institution_ids":["https://openalex.org/I4405276766"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5017889693"],"corresponding_institution_ids":["https://openalex.org/I4405276766"],"apc_list":null,"apc_paid":null,"fwci":0.4991,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.52742409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.00800000037997961,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/heart-disease-prediction","display_name":"heart disease prediction","score":0.8809999823570251},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.6370000243186951},{"id":"https://openalex.org/keywords/c4-5","display_name":"C4.5","score":0.972000002861023},{"id":"https://openalex.org/keywords/cart","display_name":"CART","score":0.9929999709129333},{"id":"https://openalex.org/keywords/c5-0","display_name":"C5.0","score":0.9990000128746033},{"id":"https://openalex.org/keywords/algorithm-comparison","display_name":"algorithm comparison","score":0.7799999713897705},{"id":"https://openalex.org/keywords/data-mining","display_name":"data mining","score":0.5099999904632568}],"concepts":[{"id":"https://openalex.org/C2777275308","wikidata":"https://www.wikidata.org/wiki/Q234668","display_name":"Cart","level":2,"score":0.8936458826065063},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.8566147089004517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6534500122070312},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.6338251829147339},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5482020974159241},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5475722551345825},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.48345980048179626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4550860524177551},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43314042687416077},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.406451016664505},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32661178708076477},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18711423873901367},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.085184246301651},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4108/eai.27-2-2020.2303221","doi":"https://doi.org/10.4108/eai.27-2-2020.2303221","is_oa":true,"landing_page_url":"https://doi.org/10.4108/eai.27-2-2020.2303221","pdf_url":"http://eudl.eu/pdf/10.4108/eai.27-2-2020.2303221","source":{"id":"https://openalex.org/S4306423141","display_name":"International Conference ICT for Digital, Smart and Sustainable Development","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on ICT for Digital, Smart, and Sustainable Development, ICIDSSD 2020, 27-28 February 2020, Jamia Hamdard, New Delhi, India","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.4108/eai.27-2-2020.2303221","doi":"https://doi.org/10.4108/eai.27-2-2020.2303221","is_oa":true,"landing_page_url":"https://doi.org/10.4108/eai.27-2-2020.2303221","pdf_url":"http://eudl.eu/pdf/10.4108/eai.27-2-2020.2303221","source":{"id":"https://openalex.org/S4306423141","display_name":"International Conference ICT for Digital, Smart and Sustainable Development","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on ICT for Digital, Smart, and Sustainable Development, ICIDSSD 2020, 27-28 February 2020, Jamia Hamdard, New Delhi, India","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.4000000059604645}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3136629112.pdf","grobid_xml":"https://content.openalex.org/works/W3136629112.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W208128215","https://openalex.org/W2030414968","https://openalex.org/W2140190241","https://openalex.org/W2142711599","https://openalex.org/W2328048124","https://openalex.org/W2433481593","https://openalex.org/W2795839567"],"related_works":["https://openalex.org/W2936738429","https://openalex.org/W3037565117","https://openalex.org/W2127841264","https://openalex.org/W7215452795","https://openalex.org/W4409459967","https://openalex.org/W2160449164","https://openalex.org/W2032593730","https://openalex.org/W2542125342","https://openalex.org/W2618027127","https://openalex.org/W2142711599"],"abstract_inverted_index":{"Data":[0],"acquisition":[1],"methods":[2],"can":[3],"be":[4],"expected":[5],"for":[6],"patients":[7],"suffering":[8],"from":[9],"heart":[10,29],"disease.":[11,30],"The":[12],"resolution":[13],"of":[14,28],"this":[15],"learning":[16],"was":[17],"to":[18,25],"compare":[19],"a":[20],"similar":[21],"data":[22],"mining":[23],"algorithm":[24],"the":[26,35],"calculation":[27],"This":[31],"research":[32],"paper":[33],"proposed":[34],"traditional":[36],"decision":[37,42],"tree":[38,43],"procedure":[39],"and":[40],"weighted":[41],"proc":[44]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-03-29T00:00:00"}
