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- W4387496029 abstract "The K nearest neighbor (KNN) technique is well recognized and extensively used in the field ofmachine learning classification algorithms. In this study, the performance of distance weighting functions,one of the most important factors affecting the performance of KNN, was compared. These functions areequal, inverse, and squared-inverse. The performance of the functions was examined in five differentmedical data sets. To evaluate the performances, a confusion matrix and five different metrics commonlyused to evaluate classification problems were used. Out of the five data sets used in the research, the inverseKNN method yielded effective outcomes in four of them, while both the equal and squared-diverse methodsachieved success in three data sets." @default.
- W4387496029 created "2023-10-11" @default.
- W4387496029 date "2023-01-01" @default.
- W4387496029 modified "2023-10-16" @default.
- W4387496029 title "The Impact of the Distance Weighting Function on the Performance of KNearest Neighbor Algorithm in Medical Data sets" @default.
- W4387496029 doi "https://doi.org/10.59287/icias.1587" @default.
- W4387496029 hasPublicationYear "2023" @default.
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