F. J. Provost and A. P. Danyluk. A Study of Complications in Real-world Machine Learning. Available at http://citeseer.nj.nec.com/19634.html.  Home/Search   Document Details and Download   Summary   Related Articles

....81 5.4 Overall BMFI progressions on special datasets. 82 5.5 Change in benefit accuracy with respect to interest rate in bank loans domain . 91 List of Tables 2. 1 An example cost matrix of NYNEX MAX domain [40]. 10 2.2 Cost matrix for which the optimal prediction is always C 1 and thus no learning is needed. 12 2.3 Cost matrix for which C 1 is ....

....In our evaluations, we omit the undetermined class option and force the classification algorithm to predict a class for each test instance. Hence, in our computations, and from now on in this thesis, we will be talking over nn square matrices. Table 2. 1: An example cost matrix of NYNEX MAX domain [40]. Actual Class Prediction PDF PDO PDI PDF 0 150 250 PDO 100 0 250 PDI 150 50 0 Table 2.1 shows an example cost matrix taken from [40] which denotes the cost matrix for problem of dispatching technicians to fix faults in the local loop of a telephone network (NYNEX MAX domain) This cost ....

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F. J. Provost and A. P. Danyluk. A Study of Complications in Real-world Machine Learning. Available at http://citeseer.nj.nec.com/19634.html.

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