{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,3]],"date-time":"2026-02-03T17:04:00Z","timestamp":1770138240915,"version":"3.49.0"},"reference-count":13,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,9]]},"DOI":"10.1109\/comapp.2017.8079769","type":"proceedings-article","created":{"date-parts":[[2017,10,25]],"date-time":"2017-10-25T15:48:20Z","timestamp":1508946500000},"page":"227-231","source":"Crossref","is-referenced-by-count":39,"title":["Empirical Evaluation of the Performance of Feature Selection Approaches on Random Forest"],"prefix":"10.1109","author":[{"given":"Smitha S","family":"Kumar","sequence":"first","affiliation":[]},{"given":"Talal","family":"Shaikh","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","author":"khun","year":"2016","journal-title":"The caret package Recursive feature elimination incorporating resampling [Online]"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v036.i11"},{"key":"ref12","article-title":"UCImachine learning Repository","year":"0","journal-title":"Heart Disease Data Set"},{"key":"ref13","article-title":"R Development Team(n.d)","year":"0","journal-title":"Manuals of RTDS"},{"key":"ref4","article-title":"Selection of relevant features in machine learning","author":"1994","year":"1994","journal-title":"Proceedings of the AAAI Fall Symposium on Relevance"},{"key":"ref3","first-page":"219","article-title":"Data Mining in Clinical Decision Support Systems for Diagnosis, Prediction and Treatment of Heart Disease","volume":"2","author":"amin","year":"2013","journal-title":"International Journal of Advanced Research in Computer Engineering & Technology (IJARCET)"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1016\/j.ijcard.2011.06.009","article-title":"Identifying patients at risk of death or hospitalisation due to worsening heart failure using decision tree analysis: Evidence from the Trans-European Network-Home-Care Management System (TEN-HMS) Study","volume":"163","author":"goode","year":"2013","journal-title":"International Journal of Cardiology"},{"key":"ref5","author":"zriqat","year":"2017","journal-title":"A Comparative Study for Predicting Heart Diseases Using Data Mining Classification Methods"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/INISTA.2012.6247011"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"8616","DOI":"10.1016\/j.eswa.2008.10.013","article-title":"A hybrid evolutionary algorithm for attribute selection in data mining","volume":"36","author":"teoh","year":"2009","journal-title":"Expert Systems with Applications"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1086\/502460"},{"key":"ref1","article-title":"World Health Organization","year":"2016","journal-title":"Cardiovascular diseases"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"265","DOI":"10.3233\/IDA-2010-0421","article-title":"Empirical evaluation of feature selection methods in classification","volume":"14","author":"cehovin","year":"2017","journal-title":"Intelligent Data Analysis"}],"event":{"name":"2017 International Conference on Computer and Applications (ICCA)","location":"Doha, United Arab Emirates","start":{"date-parts":[[2017,9,6]]},"end":{"date-parts":[[2017,9,7]]}},"container-title":["2017 International Conference on Computer and Applications (ICCA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8055744\/8079729\/08079769.pdf?arnumber=8079769","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,5]],"date-time":"2019-10-05T00:43:16Z","timestamp":1570236196000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8079769\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,9]]},"references-count":13,"URL":"https:\/\/doi.org\/10.1109\/comapp.2017.8079769","relation":{},"subject":[],"published":{"date-parts":[[2017,9]]}}}