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- W2103162481 abstract "The PAKDD Competition 2007 involved the problem of predicting customers’ propensity to take up a home loan when a collection of data from credit card users are provided. It is rather difficult to address the problem because 1) the data set is extremely imbalanced; 2) the features are mixture types; and 3) there are many missing values. This article gives an overview on the competition, mainly consisting of three parts: 1) The background of the database and some statistical results of participants are introduced; 2) An analysis from the viewpoint of data preparation, resampling/reweighting and ensemble learning employed by different participants is given; and 3) Finally, some business insights are highlighted.Request access from your librarian to read this article's full text." @default.
- W2103162481 created "2016-06-24" @default.
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- W2103162481 date "2008-04-01" @default.
- W2103162481 modified "2023-09-27" @default.
- W2103162481 title "Overview of PAKDD Competition 2007" @default.
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- W2103162481 doi "https://doi.org/10.4018/jdwm.2008040101" @default.
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