The International Journal of Fuzzy Logic and Intelligent Systems

eISSN 2093-744X
pISSN 1598-2645

Comparison of accuracy with various data reduction methods

Reduction data (%) Reduction Method
Kaggle KDDCup99
m-DBSCAN Sampling Slice the data m-DBSCAN Sampling Slice the data
0 0.994 0.994 0.994 0.944 0.944 0.944
5 0.958 0.943 0.943 0.950 0.977 0.950
20 0.955 0.956 0.941 0.944 0.960 0.950
30 0.947 0.955 0.936 0.924 0.970 0.944
49 0.936 0.937 0.923 0.935 0.947 0.941
60 0.940 0.914 0.893 0.942 0.941 0.935
80 0.923 0.903 0.865 0.930 0.930 0.930
International Journal of Fuzzy Logic and Intelligent Systems 2021;21:189~203 https://doi.org/10.5391/IJFIS.2021.21.2.189
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