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A computational toolbox for recursive partitioning. The core of the package is ctree(), an implementation of conditional inference trees which embed tree-structured regression models into a well defined theory of conditional inference procedures. This non-parametric class of regression trees is applicable to all kinds of regression problems, including nominal, ordinal, numeric, censored as well as multivariate response variables and arbitrary measurement scales of the covariates. Based on conditional inference trees, cforest() provides an implementation of Breiman's random forests. The function mob() implements an algorithm for recursive partitioning based on parametric models (e.g. linear models, GLMs or survival regression) employing parameter instability tests for split selection. Extensible functionality for visualizing tree-structured regression models is available. The methods are described in Hothorn et al. (2006) <doi:10.1198/106186006X133933>, Zeileis et al. (2008) <doi:10.1198/106186008X319331> and Strobl et al. (2007) <doi:10.1186/1471-2105-8-25>.

copied from cf-staging / r-party
Type Size Name Uploaded Downloads Labels
conda 880.1 kB | win-64/r-party-1.3_17-r43h524d87e_0.conda  3 months and 24 days ago 123 main
conda 883.4 kB | win-64/r-party-1.3_17-r44h524d87e_0.conda  3 months and 24 days ago 147 main
conda 888.9 kB | osx-64/r-party-1.3_17-r44hfdf4475_0.conda  3 months and 24 days ago 125 main
conda 879.6 kB | osx-64/r-party-1.3_17-r43hfdf4475_0.conda  3 months and 24 days ago 120 main
conda 891.6 kB | linux-64/r-party-1.3_17-r44h4bc722e_0.conda  3 months and 24 days ago 535 main
conda 888.9 kB | linux-64/r-party-1.3_17-r43h4bc722e_0.conda  3 months and 24 days ago 741 main
conda 880.9 kB | win-64/r-party-1.3_16-r43h524d87e_0.conda  4 months and 23 days ago 136 main
conda 885.3 kB | win-64/r-party-1.3_16-r44h524d87e_0.conda  4 months and 23 days ago 138 main
conda 887.3 kB | osx-64/r-party-1.3_16-r44hfdf4475_0.conda  4 months and 23 days ago 140 main
conda 878.7 kB | osx-64/r-party-1.3_16-r43hfdf4475_0.conda  4 months and 23 days ago 131 main
conda 887.0 kB | linux-64/r-party-1.3_16-r43h4bc722e_0.conda  4 months and 23 days ago 665 main
conda 891.0 kB | linux-64/r-party-1.3_16-r44h4bc722e_0.conda  4 months and 23 days ago 602 main
conda 880.3 kB | win-64/r-party-1.3_15-r43h524d87e_1.conda  4 months and 25 days ago 139 main
conda 884.2 kB | win-64/r-party-1.3_15-r44h524d87e_1.conda  4 months and 25 days ago 133 main
conda 878.9 kB | osx-64/r-party-1.3_15-r43hfdf4475_1.conda  4 months and 25 days ago 133 main
conda 887.7 kB | osx-64/r-party-1.3_15-r44hfdf4475_1.conda  4 months and 25 days ago 139 main
conda 886.3 kB | linux-64/r-party-1.3_15-r43h4bc722e_1.conda  4 months and 25 days ago 579 main
conda 890.6 kB | linux-64/r-party-1.3_15-r44h4bc722e_1.conda  4 months and 25 days ago 600 main
conda 858.8 kB | win-64/r-party-1.3_15-r41hae2b872_0.conda  7 months and 12 days ago 148 main
conda 880.5 kB | osx-64/r-party-1.3_15-r43hec52a4b_0.conda  7 months and 12 days ago 129 main
conda 874.9 kB | osx-64/r-party-1.3_15-r42hec52a4b_0.conda  7 months and 12 days ago 141 main
conda 873.0 kB | linux-64/r-party-1.3_15-r42h4ab18f5_0.conda  7 months and 12 days ago 891 main
conda 886.6 kB | linux-64/r-party-1.3_15-r43h4ab18f5_0.conda  7 months and 12 days ago 1014 main
conda 868.2 kB | win-64/r-party-1.3_14-r41hcd874cb_0.conda  1 year and 14 days ago 185 main
conda 885.7 kB | osx-64/r-party-1.3_14-r42h10d778d_0.conda  1 year and 14 days ago 135 main
conda 895.1 kB | osx-64/r-party-1.3_14-r43h10d778d_0.conda  1 year and 14 days ago 136 main
conda 884.2 kB | linux-64/r-party-1.3_14-r42hd590300_0.conda  1 year and 14 days ago 994 main
conda 897.8 kB | linux-64/r-party-1.3_14-r43hd590300_0.conda  1 year and 14 days ago 1264 main
conda 868.6 kB | win-64/r-party-1.3_13-r41hcd874cb_1.conda  1 year and 5 months ago 426 main
conda 895.4 kB | osx-64/r-party-1.3_13-r43h0dc2134_1.conda  1 year and 5 months ago 179 main
conda 888.1 kB | osx-64/r-party-1.3_13-r42h0dc2134_1.conda  1 year and 5 months ago 188 main
conda 882.8 kB | linux-64/r-party-1.3_13-r42hd590300_1.conda  1 year and 5 months ago 1476 main
conda 898.0 kB | linux-64/r-party-1.3_13-r43hd590300_1.conda  1 year and 5 months ago 3011 main
conda 869.0 kB | win-64/r-party-1.3_13-r41hcd874cb_0.conda  1 year and 8 months ago 481 main
conda 888.9 kB | osx-64/r-party-1.3_13-r41hb7f2c08_0.conda  1 year and 8 months ago 143 main
conda 888.2 kB | osx-64/r-party-1.3_13-r42hb7f2c08_0.conda  1 year and 8 months ago 151 main
conda 882.6 kB | linux-64/r-party-1.3_13-r42h0b41bf4_0.conda  1 year and 8 months ago 1648 main
conda 886.5 kB | linux-64/r-party-1.3_13-r41h0b41bf4_0.conda  1 year and 8 months ago 1504 main
conda 867.7 kB | win-64/r-party-1.3_12-r41hcd874cb_0.conda  1 year and 9 months ago 461 main
conda 889.3 kB | osx-64/r-party-1.3_12-r41hb7f2c08_0.conda  1 year and 9 months ago 149 main
conda 883.1 kB | osx-64/r-party-1.3_12-r42hb7f2c08_0.conda  1 year and 9 months ago 160 main
conda 887.0 kB | linux-64/r-party-1.3_12-r41h0b41bf4_0.conda  1 year and 9 months ago 1353 main
conda 881.9 kB | linux-64/r-party-1.3_12-r42h0b41bf4_0.conda  1 year and 9 months ago 1386 main
conda 926.4 kB | win-64/r-party-1.3_11-r41hcd874cb_1.tar.bz2  2 years and 2 months ago 579 main
conda 950.2 kB | osx-64/r-party-1.3_11-r41hb7f2c08_1.tar.bz2  2 years and 2 months ago 92 main
conda 954.9 kB | osx-64/r-party-1.3_11-r42hb7f2c08_1.tar.bz2  2 years and 2 months ago 98 main
conda 951.0 kB | linux-64/r-party-1.3_11-r42h166bdaf_1.tar.bz2  2 years and 2 months ago 1914 main
conda 954.5 kB | linux-64/r-party-1.3_11-r41h166bdaf_1.tar.bz2  2 years and 2 months ago 1728 main
conda 929.6 kB | win-64/r-party-1.3_11-r41hcd874cb_0.tar.bz2  2 years and 2 months ago 539 main
conda 952.0 kB | osx-64/r-party-1.3_11-r41hb7f2c08_0.tar.bz2  2 years and 2 months ago 78 main

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