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conda-forge / packages / r-themis

A dataset with an uneven number of cases in each class is said to be unbalanced. Many models produce a subpar performance on unbalanced datasets. A dataset can be balanced by increasing the number of minority cases using SMOTE 2011 <arXiv:1106.1813>, BorderlineSMOTE 2005 <doi:10.1007/11538059_91> and ADASYN 2008 <https://ieeexplore.ieee.org/document/4633969>. Or by decreasing the number of majority cases using NearMiss 2003 <https://www.site.uottawa.ca/~nat/Workshop2003/jzhang.pdf> or Tomek link removal 1976 <https://ieeexplore.ieee.org/document/4309452>.

copied from cf-staging / r-themis

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Type Size Name Uploaded Downloads Labels
conda 289.4 kB | noarch/r-themis-1.0.3-r44hc72bb7e_0.conda  1 month and 19 days ago 302 main
conda 285.6 kB | noarch/r-themis-1.0.3-r43hc72bb7e_0.conda  1 month and 19 days ago 293 main
conda 262.8 kB | noarch/r-themis-1.0.2-r43hc72bb7e_1.conda  7 months and 14 days ago 868 main
conda 267.7 kB | noarch/r-themis-1.0.2-r44hc72bb7e_1.conda  7 months and 14 days ago 810 main
conda 264.3 kB | noarch/r-themis-1.0.2-r42hc72bb7e_0.conda  1 year and 6 months ago 1321 main
conda 263.2 kB | noarch/r-themis-1.0.2-r43hc72bb7e_0.conda  1 year and 6 months ago 1320 main
conda 263.9 kB | noarch/r-themis-1.0.1-r42hc72bb7e_1.conda  1 year and 8 months ago 1332 main
conda 264.7 kB | noarch/r-themis-1.0.1-r43hc72bb7e_1.conda  1 year and 8 months ago 1315 main
conda 263.9 kB | noarch/r-themis-1.0.1-r42hc72bb7e_0.conda  1 year and 10 months ago 1463 main
conda 265.3 kB | noarch/r-themis-1.0.1-r41hc72bb7e_0.conda  1 year and 10 months ago 1382 main
conda 248.1 kB | noarch/r-themis-1.0.0-r42hc72bb7e_1.tar.bz2  2 years and 4 months ago 1473 main
conda 248.6 kB | noarch/r-themis-1.0.0-r41hc72bb7e_1.tar.bz2  2 years and 4 months ago 1380 main
conda 248.4 kB | noarch/r-themis-1.0.0-r41hc72bb7e_0.tar.bz2  2 years and 8 months ago 1864 main
conda 248.4 kB | noarch/r-themis-1.0.0-r40hc72bb7e_0.tar.bz2  2 years and 8 months ago 1825 main
conda 242.5 kB | noarch/r-themis-0.2.2-r41hc72bb7e_0.tar.bz2  2 years and 10 months ago 1965 main
conda 242.3 kB | noarch/r-themis-0.2.2-r40hc72bb7e_0.tar.bz2  2 years and 10 months ago 1965 main
conda 238.8 kB | noarch/r-themis-0.2.1-r40hc72bb7e_0.tar.bz2  2 years and 11 months ago 2003 main
conda 239.0 kB | noarch/r-themis-0.2.1-r41hc72bb7e_0.tar.bz2  2 years and 11 months ago 2006 main
conda 238.6 kB | noarch/r-themis-0.2.0-r41hc72bb7e_0.tar.bz2  2 years and 11 months ago 2005 main
conda 238.5 kB | noarch/r-themis-0.2.0-r40hc72bb7e_0.tar.bz2  2 years and 11 months ago 1963 main
conda 199.5 kB | noarch/r-themis-0.1.4-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 4386 main
conda 199.4 kB | noarch/r-themis-0.1.4-r40hc72bb7e_0.tar.bz2  3 years and 9 months ago 2039 main
conda 186.0 kB | noarch/r-themis-0.1.3-r41hc72bb7e_0.tar.bz2  3 years and 9 months ago 2026 main
conda 186.2 kB | noarch/r-themis-0.1.3-r36hc72bb7e_0.tar.bz2  4 years and 4 months ago 2382 main
conda 185.9 kB | noarch/r-themis-0.1.3-r40hc72bb7e_0.tar.bz2  4 years and 4 months ago 2389 main
conda 183.6 kB | noarch/r-themis-0.1.2-r36h6115d3f_0.tar.bz2  4 years and 7 months ago 2654 main
conda 183.5 kB | noarch/r-themis-0.1.2-r40h6115d3f_0.tar.bz2  4 years and 7 months ago 2636 main
conda 179.8 kB | noarch/r-themis-0.1.1-r40h6115d3f_1.tar.bz2  4 years and 9 months ago 2864 main
conda 179.9 kB | noarch/r-themis-0.1.1-r36h6115d3f_1.tar.bz2  4 years and 9 months ago 2961 main
conda 180.0 kB | noarch/r-themis-0.1.1-r36h6115d3f_0.tar.bz2  4 years and 9 months ago 2883 main
conda 179.0 kB | noarch/r-themis-0.1.1-r35h6115d3f_0.tar.bz2  4 years and 9 months ago 2871 main
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