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Random Multiclass Classification: Generalizing Random Forests to Random MNL and Random NB.

, and . DEXA, volume 4653 of Lecture Notes in Computer Science, page 349-358. Springer, (2007)

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Investigating purchasing-sequence patterns for financial services using Markov, MTD and MTDg models., and . Eur. J. Oper. Res., 170 (3): 710-734 (2006)Modeling complex longitudinal consumer behavior with Dynamic Bayesian networks: an Acquisition Pattern Analysis application., and . J. Intell. Inf. Syst., 36 (3): 283-304 (2011)Exploiting Randomness for Feature Selection in Multinomial Logit: A CRM Cross-Sell Application., and . ICDM, volume 4065 of Lecture Notes in Computer Science, page 310-323. Springer, (2006)Predicting home-appliance acquisition sequences: Markov/Markov for Discrimination and survival analysis for modeling sequential information in NPTB models., and . Decis. Support Syst., 44 (1): 28-45 (2007)Dynamic Bayesian Networks for Acquisition Pattern Analysis: A Financial-Services Cross-Sell Application., and . PAKDD Workshops, volume 5433 of Lecture Notes in Computer Science, page 123-133. Springer, (2008)Investigating Purchasing Patterns for Financial Services using Markov, MTD and MTDg Models, and . European Journal of Operational Research, 170, page 710-734. (2003)Random Forests for multiclass classification: Random MultiNomial Logit., and . Expert Syst. Appl., 34 (3): 1721-1732 (2008)Analyzing existing customers' websites to improve the customer acquisition process as well as the profitability prediction in B-to-B marketing., , and . Expert Syst. Appl., 39 (3): 2597-2605 (2012)Extracting Consumers Needs for New Products - A Web Mining Approach., , and . WKDD, page 440-443. IEEE Computer Society, (2010)Constrained optimization of data-mining problems to improve model performance: A direct-marketing application., and . Expert Syst. Appl., 29 (3): 630-640 (2005)