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The function 'missForest' in this package is used to impute missing values particularly in the case of mixed-type data. It uses a random forest trained on the observed values of a data matrix to predict the missing values. It can be used to impute continuous and/or categorical data including complex interactions and non-linear relations. It yields an out-of-bag (OOB) imputation error estimate without the need of a test set or elaborate cross-validation. It can be run in parallel to save computation time.

copied from cf-staging / r-missforest
Type Size Name Uploaded Downloads Labels
conda 350.7 kB | noarch/r-missforest-1.5-r44hc72bb7e_3.conda  1 year and 1 month ago 2308 main
conda 351.3 kB | noarch/r-missforest-1.5-r43hc72bb7e_3.conda  1 year and 1 month ago 1386 main
conda 350.9 kB | noarch/r-missforest-1.5-r43hc72bb7e_2.conda  2 years and 2 months ago 4152 main
conda 351.1 kB | noarch/r-missforest-1.5-r42hc72bb7e_2.conda  2 years and 2 months ago 2352 main
conda 358.8 kB | noarch/r-missforest-1.5-r41hc72bb7e_1.tar.bz2  2 years and 10 months ago 2031 main
conda 358.9 kB | noarch/r-missforest-1.5-r42hc72bb7e_1.tar.bz2  2 years and 10 months ago 2102 main
conda 358.1 kB | noarch/r-missforest-1.5-r40hc72bb7e_0.tar.bz2  3 years and 4 months ago 2326 main
conda 358.2 kB | noarch/r-missforest-1.5-r41hc72bb7e_0.tar.bz2  3 years and 4 months ago 2532 main
conda 63.3 kB | noarch/r-missforest-1.4-r41hc72bb7e_1003.tar.bz2  4 years and 3 months ago 2762 main
conda 63.3 kB | noarch/r-missforest-1.4-r40hc72bb7e_1003.tar.bz2  4 years and 3 months ago 2332 main
conda 63.1 kB | noarch/r-missforest-1.4-r40h6115d3f_1003.tar.bz2  5 years and 3 months ago 3489 main
conda 63.3 kB | noarch/r-missforest-1.4-r36h6115d3f_1003.tar.bz2  5 years and 3 months ago 3583 main
conda 63.1 kB | noarch/r-missforest-1.4-r36h6115d3f_1002.tar.bz2  6 years and 1 month ago 4097 main cf202003
conda 62.6 kB | noarch/r-missforest-1.4-r35h6115d3f_1002.tar.bz2  6 years and 1 month ago 4052 main cf202003
conda 62.4 kB | noarch/r-missforest-1.4-r351h6115d3f_1001.tar.bz2  6 years and 9 months ago 4813 main cf202003 gcc7 cf201901
conda 66.9 kB | win-64/r-missforest-1.4-r351h6115d3f_1.tar.bz2  6 years and 10 months ago 1716 main cf202003 cf201901
conda 51.8 kB | win-64/r-missforest-1.4-r341h6115d3f_1.tar.bz2  6 years and 10 months ago 1690 main cf202003 cf201901
conda 47.1 kB | linux-64/r-missforest-1.4-r341h6115d3f_1.tar.bz2  6 years and 10 months ago 5079 main cf202003 cf201901
conda 62.1 kB | linux-64/r-missforest-1.4-r351h6115d3f_1.tar.bz2  6 years and 10 months ago 5041 main cf202003 cf201901
conda 62.0 kB | osx-64/r-missforest-1.4-r351h6115d3f_1.tar.bz2  6 years and 10 months ago 376 main cf202003 cf201901
conda 46.9 kB | osx-64/r-missforest-1.4-r341h6115d3f_1.tar.bz2  6 years and 10 months ago 383 main cf202003 cf201901
conda 41.9 kB | win-64/r-missforest-1.4-r3.4.1_0.tar.bz2  7 years and 10 months ago 2468 main cf202003 cf201901
conda 35.6 kB | osx-64/r-missforest-1.4-r3.4.1_0.tar.bz2  7 years and 10 months ago 1071 main cf202003 cf201901
conda 35.3 kB | osx-64/r-missforest-1.4-r3.3.2_0.tar.bz2  8 years and 1 day ago 982 main cf202003 cf201901
conda 42.0 kB | win-64/r-missforest-1.4-r3.3.2_0.tar.bz2  8 years and 1 day ago 2553 main cf202003 cf201901

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