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mining and machine learning communities. It is usually tackled by using classification algorithms in order to learn the … different patterns of both the churners and non-churners. Nevertheless, current state-of-the-art classification algorithms are …-sensitive classification algorithms and measure their effectiveness based on their predictive power and also the cost optimization. The results …
Persistent link: https://www.econbiz.de/10011656496
mining and machine learning communities. It is usually tackled by using classification algorithms in order to learn the … different patterns of both the churners and non-churners. Nevertheless, current state-of-the-art classification algorithms are …-sensitive classification algorithms and measure their effectiveness based on their predictive power and also the cost optimization. The results …
Persistent link: https://www.econbiz.de/10011376906
Persistent link: https://www.econbiz.de/10009325767
The ROC curve is one of the most common statistical tools useful to assess classifier performance. The selection of the best classifier when ROC curves intersect is quite challenging. A novel approach for model comparisons when ROC curves show intersections is proposed. In particular, the...
Persistent link: https://www.econbiz.de/10010871438
Persistent link: https://www.econbiz.de/10012038210
. The output of this process is utilized by statistical classification procedures in order to derive the dependence of the …
Persistent link: https://www.econbiz.de/10009436326
this context. Finally, indirect encoding schemes for genetic algorithms are developed which follow the semiotic framework …
Persistent link: https://www.econbiz.de/10009436399
Recent work in classification indicates that significant improvements in accuracy can be obtained by growing an …
Persistent link: https://www.econbiz.de/10009436448
Recent work in classification indicates that significant improvements in accuracy can be obtained by growing an …
Persistent link: https://www.econbiz.de/10009436847
Persistent link: https://www.econbiz.de/10012625495