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This project implements several methods for cost sensitive classification, based on a POMDP formalization, and an MDP formalization of the problem

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shanigu/CostSensitive

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CostSensitive

This project contains code for the following papers:

Shlomi Maliah, Guy Shani: Using POMDPs for learning cost sensitive decision trees. Artif. Intell. 292: 103400 (2021)

Shlomi Maliah, Guy Shani: MDP-Based Cost Sensitive Classification Using Decision Trees. AAAI 2018: 3746-3753

The code is intended to be run directly from Visual Studio, where you can set a particular run by modifying the Main method in Program.cs.

For questions, please contact shanigu@bgu.ac.il

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This project implements several methods for cost sensitive classification, based on a POMDP formalization, and an MDP formalization of the problem

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