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• W2130794005 abstract "Numerous articles comparing performances of statistical and Neural Networks (NNs) models are available in the literature, however, very few involved Classification and Regression Tree (CART) models in their comparative studies. We perform a three-way comparison of prediction accuracy involving nonlinear regression, NNs and CART models using a continuous dependent variable and a set of dichotomous and categorical predictor variables. A large dataset on smokers is used to run these models. Different prediction accuracy measuring procedures are used to compare performances of these models. The outcomes of predictions are discussed and the outcomes of this research are compared with the results of similar studies." @default.
• W2130794005 created "2016-06-24" @default.
• W2130794005 creator A5015731115 @default.
• W2130794005 creator A5032648208 @default.
• W2130794005 date "2005-07-01" @default.
• W2130794005 modified "2023-10-05" @default.
• W2130794005 title "A comparative predictive analysis of neural networks (NNs), nonlinear regression and classification and regression tree (CART) models" @default.
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• W2130794005 doi "https://doi.org/10.1016/j.eswa.2005.01.006" @default.
• W2130794005 hasPublicationYear "2005" @default.
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