Missing Data Imputation - Free Software скачать в хорошем качестве

Missing Data Imputation - Free Software

A/Prof Zahid Islam of Charles Sturt University Australia presents a freely available software in WEKA for missing data imputation. A preprint of the paper on the software is freely available at: https://www.researchgate.net/publicat... The full reference to the paper is as follows: Rahman, M. G. and Islam, M. Z. (2011): A Decision Tree-based Missing Value Imputation Technique for Data Pre-processing, In Proc. of the Ninth Australasian Data Mining Conference (AusDM 11), Ballarat, Australia. December 01 - December 02, 2011, CRPIT, 121. Vamplew, P., Stranieri, A., Ong, K.-L., Christen, P. and Kennedy, P. J. Eds., ACS. 41-50 Also the following paper discusses the software in details. Rahman, M. G., and Islam, M. Z. (2013): Missing Value Imputation Using Decision Trees and Decision Forests by Splitting and Merging Records: Two Novel Techniques, Knowledge-Based Systems, Vol. 53, pp. 51 - 65, ISSN 0950-7051, DOI information: 10.1016/j.knosys.2013.08.023, Available at http://www.sciencedirect.com/science/... A preprint of the above paper is freely available at: https://www.researchgate.net/publicat... Our other papers on missing value imputation, data cleansing and other related topics are available at: http://csusap.csu.edu.au/~zislam/