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conda-forge / packages / r-imbalance

Class imbalance usually damages the performance of classifiers. Thus, it is important to treat data before applying a classifier algorithm. This package includes recent resampling algorithms in the literature: (Barua et al. 2014) <doi:10.1109/tkde.2012.232>; (Das et al. 2015) <doi:10.1109/tkde.2014.2324567>, (Zhang et al. 2014) <doi:10.1016/j.inffus.2013.12.003>; (Gao et al. 2014) <doi:10.1016/j.neucom.2014.02.006>; (Almogahed et al. 2014) <doi:10.1007/s00500-014-1484-5>. It also includes an useful interface to perform oversampling.

copied from cf-staging / r-imbalance

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Type Size Name Uploaded Downloads Labels
conda 923.3 kB | win-64/r-imbalance-1.0.2.1-r44h8ae3a7c_4.conda  8 months and 22 days ago 461 main
conda 921.4 kB | win-64/r-imbalance-1.0.2.1-r43h8ae3a7c_4.conda  8 months and 22 days ago 432 main
conda 928.1 kB | osx-64/r-imbalance-1.0.2.1-r43hccab667_4.conda  8 months and 22 days ago 209 main
conda 930.6 kB | osx-64/r-imbalance-1.0.2.1-r44hccab667_4.conda  8 months and 22 days ago 219 main
conda 927.0 kB | linux-64/r-imbalance-1.0.2.1-r43h0d4f4ea_4.conda  8 months and 22 days ago 958 main
conda 927.8 kB | linux-64/r-imbalance-1.0.2.1-r44h0d4f4ea_4.conda  8 months and 22 days ago 957 main
conda 928.7 kB | win-64/r-imbalance-1.0.2.1-r41ha856d6a_3.conda  1 year and 10 months ago 474 main
conda 930.5 kB | osx-64/r-imbalance-1.0.2.1-r42hccecf6d_3.conda  1 year and 10 months ago 230 main
conda 930.2 kB | osx-64/r-imbalance-1.0.2.1-r43hccecf6d_3.conda  1 year and 10 months ago 234 main
conda 926.2 kB | linux-64/r-imbalance-1.0.2.1-r42ha503ecb_3.conda  1 year and 10 months ago 1609 main
conda 927.2 kB | linux-64/r-imbalance-1.0.2.1-r43ha503ecb_3.conda  1 year and 10 months ago 3139 main
conda 981.9 kB | win-64/r-imbalance-1.0.2.1-r41ha856d6a_2.tar.bz2  2 years and 6 months ago 555 main
conda 1010.2 kB | osx-64/r-imbalance-1.0.2.1-r41h910fb29_2.tar.bz2  2 years and 6 months ago 73 main
conda 992.6 kB | osx-64/r-imbalance-1.0.2.1-r42h910fb29_2.tar.bz2  2 years and 6 months ago 73 main
conda 991.0 kB | linux-64/r-imbalance-1.0.2.1-r41h7525677_2.tar.bz2  2 years and 6 months ago 1944 main
conda 992.9 kB | linux-64/r-imbalance-1.0.2.1-r42h7525677_2.tar.bz2  2 years and 6 months ago 1906 main
conda 984.4 kB | win-64/r-imbalance-1.0.2.1-r41ha856d6a_1.tar.bz2  3 years and 11 months ago 828 main
conda 986.4 kB | win-64/r-imbalance-1.0.2.1-r40ha856d6a_1.tar.bz2  3 years and 11 months ago 785 main
conda 996.0 kB | osx-64/r-imbalance-1.0.2.1-r40h9951f98_1.tar.bz2  3 years and 11 months ago 137 main
conda 995.7 kB | osx-64/r-imbalance-1.0.2.1-r41h9951f98_1.tar.bz2  3 years and 11 months ago 133 main
conda 989.5 kB | linux-64/r-imbalance-1.0.2.1-r41h03ef668_1.tar.bz2  3 years and 11 months ago 2522 main
conda 980.8 kB | linux-64/r-imbalance-1.0.2.1-r40h03ef668_1.tar.bz2  3 years and 11 months ago 2532 main
conda 989.9 kB | win-64/r-imbalance-1.0.2.1-r36h796a38f_1.tar.bz2  4 years and 11 months ago 1070 main
conda 991.1 kB | win-64/r-imbalance-1.0.2.1-r40h796a38f_1.tar.bz2  4 years and 11 months ago 1048 main
conda 985.3 kB | osx-64/r-imbalance-1.0.2.1-r36hc5da6b9_1.tar.bz2  4 years and 11 months ago 321 main
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