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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 884.3 kB | win-64/r-party-1.3_18-r44h524d87e_0.conda  2 months and 4 days ago 1099 main
conda 880.0 kB | win-64/r-party-1.3_18-r43h524d87e_0.conda  2 months and 4 days ago 582 main
conda 879.6 kB | osx-64/r-party-1.3_18-r43h6e16a3a_0.conda  2 months and 4 days ago 517 main
conda 888.9 kB | osx-64/r-party-1.3_18-r44h6e16a3a_0.conda  2 months and 4 days ago 581 main
conda 886.8 kB | linux-64/r-party-1.3_18-r43hb9d3cd8_0.conda  2 months and 4 days ago 883 main
conda 891.2 kB | linux-64/r-party-1.3_18-r44hb9d3cd8_0.conda  2 months and 4 days ago 851 main
conda 880.1 kB | win-64/r-party-1.3_17-r43h524d87e_0.conda  7 months and 16 days ago 273 main
conda 883.4 kB | win-64/r-party-1.3_17-r44h524d87e_0.conda  7 months and 16 days ago 301 main
conda 888.9 kB | osx-64/r-party-1.3_17-r44hfdf4475_0.conda  7 months and 16 days ago 234 main
conda 879.6 kB | osx-64/r-party-1.3_17-r43hfdf4475_0.conda  7 months and 16 days ago 229 main
conda 891.6 kB | linux-64/r-party-1.3_17-r44h4bc722e_0.conda  7 months and 16 days ago 953 main
conda 888.9 kB | linux-64/r-party-1.3_17-r43h4bc722e_0.conda  7 months and 16 days ago 1180 main
conda 880.9 kB | win-64/r-party-1.3_16-r43h524d87e_0.conda  8 months and 15 days ago 279 main
conda 885.3 kB | win-64/r-party-1.3_16-r44h524d87e_0.conda  8 months and 15 days ago 264 main
conda 887.3 kB | osx-64/r-party-1.3_16-r44hfdf4475_0.conda  8 months and 15 days ago 242 main
conda 878.7 kB | osx-64/r-party-1.3_16-r43hfdf4475_0.conda  8 months and 15 days ago 240 main
conda 887.0 kB | linux-64/r-party-1.3_16-r43h4bc722e_0.conda  8 months and 15 days ago 1032 main
conda 891.0 kB | linux-64/r-party-1.3_16-r44h4bc722e_0.conda  8 months and 15 days ago 981 main
conda 880.3 kB | win-64/r-party-1.3_15-r43h524d87e_1.conda  8 months and 17 days ago 280 main
conda 884.2 kB | win-64/r-party-1.3_15-r44h524d87e_1.conda  8 months and 17 days ago 264 main
conda 878.9 kB | osx-64/r-party-1.3_15-r43hfdf4475_1.conda  8 months and 17 days ago 261 main
conda 887.7 kB | osx-64/r-party-1.3_15-r44hfdf4475_1.conda  8 months and 17 days ago 248 main
conda 886.3 kB | linux-64/r-party-1.3_15-r43h4bc722e_1.conda  8 months and 17 days ago 931 main
conda 890.6 kB | linux-64/r-party-1.3_15-r44h4bc722e_1.conda  8 months and 17 days ago 971 main
conda 858.8 kB | win-64/r-party-1.3_15-r41hae2b872_0.conda  11 months and 4 days ago 278 main
conda 880.5 kB | osx-64/r-party-1.3_15-r43hec52a4b_0.conda  11 months and 4 days ago 233 main
conda 874.9 kB | osx-64/r-party-1.3_15-r42hec52a4b_0.conda  11 months and 4 days ago 259 main
conda 873.0 kB | linux-64/r-party-1.3_15-r42h4ab18f5_0.conda  11 months and 4 days ago 1283 main
conda 886.6 kB | linux-64/r-party-1.3_15-r43h4ab18f5_0.conda  11 months and 4 days ago 1382 main
conda 868.2 kB | win-64/r-party-1.3_14-r41hcd874cb_0.conda  1 year and 4 months ago 338 main
conda 885.7 kB | osx-64/r-party-1.3_14-r42h10d778d_0.conda  1 year and 4 months ago 234 main
conda 895.1 kB | osx-64/r-party-1.3_14-r43h10d778d_0.conda  1 year and 4 months ago 228 main
conda 884.2 kB | linux-64/r-party-1.3_14-r42hd590300_0.conda  1 year and 4 months ago 1341 main
conda 897.8 kB | linux-64/r-party-1.3_14-r43hd590300_0.conda  1 year and 4 months ago 1636 main
conda 868.6 kB | win-64/r-party-1.3_13-r41hcd874cb_1.conda  1 year and 9 months ago 551 main
conda 895.4 kB | osx-64/r-party-1.3_13-r43h0dc2134_1.conda  1 year and 9 months ago 281 main
conda 888.1 kB | osx-64/r-party-1.3_13-r42h0dc2134_1.conda  1 year and 9 months ago 305 main
conda 882.8 kB | linux-64/r-party-1.3_13-r42hd590300_1.conda  1 year and 9 months ago 1831 main
conda 898.0 kB | linux-64/r-party-1.3_13-r43hd590300_1.conda  1 year and 9 months ago 3390 main
conda 869.0 kB | win-64/r-party-1.3_13-r41hcd874cb_0.conda  2 years and 16 days ago 615 main
conda 888.9 kB | osx-64/r-party-1.3_13-r41hb7f2c08_0.conda  2 years and 16 days ago 244 main
conda 888.2 kB | osx-64/r-party-1.3_13-r42hb7f2c08_0.conda  2 years and 16 days ago 246 main
conda 882.6 kB | linux-64/r-party-1.3_13-r42h0b41bf4_0.conda  2 years and 16 days ago 2018 main
conda 886.5 kB | linux-64/r-party-1.3_13-r41h0b41bf4_0.conda  2 years and 16 days ago 1882 main
conda 867.7 kB | win-64/r-party-1.3_12-r41hcd874cb_0.conda  2 years and 1 month ago 587 main
conda 889.3 kB | osx-64/r-party-1.3_12-r41hb7f2c08_0.conda  2 years and 1 month ago 267 main
conda 883.1 kB | osx-64/r-party-1.3_12-r42hb7f2c08_0.conda  2 years and 1 month ago 271 main
conda 887.0 kB | linux-64/r-party-1.3_12-r41h0b41bf4_0.conda  2 years and 1 month ago 1717 main
conda 881.9 kB | linux-64/r-party-1.3_12-r42h0b41bf4_0.conda  2 years and 1 month ago 1748 main
conda 926.4 kB | win-64/r-party-1.3_11-r41hcd874cb_1.tar.bz2  2 years and 5 months ago 587 main

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