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  • Search: subject:"cost and time sensitive learning"
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classification 1 cost and time sensitive learning 1 decision tree 1 late penalty 1
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KAO, Hung-Pin 1 TANG, Jen 1 TANG, Kwei 1
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Krannert School of Management, Purdue University 1
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Purdue University Economics Working Papers 1
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Cost-Sensitive Decision Trees with Completion Time Requirements
KAO, Hung-Pin; TANG, Kwei; TANG, Jen - Krannert School of Management, Purdue University - 2010
In many classification tasks, managing costs and completion times are the main concerns. In this paper, we assume that the completion time for classifying an instance is determined by its class label, and that a late penalty cost is incurred if the deadline is not met. This time requirement...
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