Customer targeting models using actively-selected web content
作者： Prem Melville , Saharon Rosset , Richard D. Lawrence
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摘要: … Ideally, we want to build models using the firmographic and web data that existed prior to the purchase. However, this is not feasible since we are evaluating our modeling techniques …
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prem-melville.com 参考文章(20)
Richard D. Lawrence, Saharon Rosset, Data-Enhanced Predictive Modeling for Sales Targeting. siam international conference on data mining. pp. 569- 573 ,(2006)
Marko Grobelnik, Dunja Mladenic, Feature Selection for Unbalanced Class Distribution and Naive Bayes international conference on machine learning. pp. 258- 267 ,(1999)
Kamal Nigam, Andrew McCallum, A comparison of event models for naive bayes text classification national conference on artificial intelligence. pp. 41- 48 ,(1998)
Eibe Frank, Remco R. Bouckaert, Naive Bayes for Text Classification with Unbalanced Classes Lecture Notes in Computer Science. pp. 503- 510 ,(2006) , 10.1007/11871637_49
James Allan, Gerard Salton, Chris Buckley, The effect of adding relevance information in a relevance feedback environment international acm sigir conference on research and development in information retrieval. pp. 292- 300 ,(1994) , 10.5555/188490.188586
Robert E. Schapire, Yoav Freund, Peter Bartlett, Wee Sun Lee, Boosting the margin: a new explanation for the effectiveness of voting methods Annals of Statistics. ,vol. 26, pp. 1651- 1686 ,(1998) , 10.1214/AOS/1024691352
Zhaohui Zheng, Xiaoyun Wu, Rohini Srihari, Feature selection for text categorization on imbalanced data ACM SIGKDD Explorations Newsletter. ,vol. 6, pp. 80- 89 ,(2004) , 10.1145/1007730.1007741
Samuel Karlin, William J. Studden, Optimal Experimental Designs Annals of Mathematical Statistics. ,vol. 37, pp. 783- 815 ,(1966) , 10.1214/AOMS/1177699361
Prem Melville, Maytal Saar-Tsechansky, Foster Provost, Raymond Mooney, None, Active feature-value acquisition for classifier induction international conference on data mining. pp. 483- 486 ,(2004) , 10.1109/ICDM.2004.10075
George Forman, An extensive empirical study of feature selection metrics for text classification Journal of Machine Learning Research. ,vol. 3, pp. 1289- 1305 ,(2003)