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A collection of various oversampling techniques developed from SMOTE is provided. SMOTE is a oversampling technique which synthesizes a new minority instance between a pair of one minority instance and one of its K nearest neighbor. (see <https://www.jair.org/media/953/live-953-2037-jair.pdf> for more information) Other techniques adopt this concept with other criteria in order to generate balanced dataset for class imbalance problem.

copied from cf-staging / r-smotefamily
Type Size Name Uploaded Downloads Labels
conda 98.8 kB | noarch/r-smotefamily-1.4.0-r43hc72bb7e_1.conda  4 months and 8 days ago 389 main
conda 99.6 kB | noarch/r-smotefamily-1.4.0-r44hc72bb7e_1.conda  4 months and 8 days ago 405 main
conda 98.7 kB | noarch/r-smotefamily-1.4.0-r42hc72bb7e_0.conda  8 months and 27 days ago 775 main
conda 98.7 kB | noarch/r-smotefamily-1.4.0-r43hc72bb7e_0.conda  8 months and 27 days ago 623 main
conda 97.2 kB | noarch/r-smotefamily-1.3.1-r43hc72bb7e_5.conda  1 year and 5 months ago 2509 main
conda 97.5 kB | noarch/r-smotefamily-1.3.1-r42hc72bb7e_5.conda  1 year and 5 months ago 1062 main
conda 99.0 kB | noarch/r-smotefamily-1.3.1-r42hc72bb7e_4.tar.bz2  2 years and 2 months ago 1271 main
conda 99.0 kB | noarch/r-smotefamily-1.3.1-r41hc72bb7e_4.tar.bz2  2 years and 2 months ago 1294 main
conda 97.9 kB | noarch/r-smotefamily-1.3.1-r41hc72bb7e_3.tar.bz2  3 years and 6 months ago 1913 main
conda 97.9 kB | noarch/r-smotefamily-1.3.1-r40hc72bb7e_3.tar.bz2  3 years and 6 months ago 1908 main
conda 97.6 kB | noarch/r-smotefamily-1.3.1-r40h6115d3f_3.tar.bz2  4 years and 7 months ago 2746 main
conda 97.9 kB | noarch/r-smotefamily-1.3.1-r36h6115d3f_3.tar.bz2  4 years and 7 months ago 2839 main
conda 97.0 kB | noarch/r-smotefamily-1.3.1-r35h6115d3f_2.tar.bz2  5 years and 4 months ago 3618 main cf202003
conda 97.8 kB | noarch/r-smotefamily-1.3.1-r36h6115d3f_2.tar.bz2  5 years and 4 months ago 3667 main cf202003
conda 96.9 kB | noarch/r-smotefamily-1.3.1-r35h6115d3f_1.tar.bz2  5 years and 5 months ago 3667 main cf202003
conda 89.2 kB | noarch/r-smotefamily-1.2-r351_2000.tar.bz2  6 years and 22 days ago 4226 main cf202003 gcc7 cf201901
conda 89.0 kB | linux-64/r-smotefamily-1.2-r351_1000.tar.bz2  6 years and 27 days ago 4342 main cf202003 cf201901
conda 88.8 kB | osx-64/r-smotefamily-1.2-r351_1000.tar.bz2  6 years and 27 days ago 355 main cf202003 cf201901
conda 67.3 kB | win-64/r-smotefamily-1.2-r3.3.2_0.tar.bz2  6 years and 9 months ago 1823 main cf202003 cf201901
conda 67.0 kB | win-64/r-smotefamily-1.2-r3.4.1_0.tar.bz2  6 years and 9 months ago 1851 main cf202003 cf201901
conda 60.0 kB | osx-64/r-smotefamily-1.2-r3.4.1_0.tar.bz2  6 years and 9 months ago 377 main cf202003 cf201901
conda 59.9 kB | osx-64/r-smotefamily-1.2-r3.3.2_0.tar.bz2  6 years and 9 months ago 360 main cf202003 cf201901
conda 59.8 kB | linux-64/r-smotefamily-1.2-r3.4.1_0.tar.bz2  6 years and 9 months ago 4679 main cf202003 cf201901
conda 59.7 kB | linux-64/r-smotefamily-1.2-r3.3.2_0.tar.bz2  6 years and 9 months ago 4615 main cf202003 cf201901

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