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Survival models may have very different structures. This package contains functions for creating a unified representation of a survival models, which can be further processed by various survival explainers. Tools implemented in 'survxai' help to understand how input variables are used in the model and what impact do they have on the final model prediction. Currently, four explanation methods are implemented. We can divide them into two groups: local and global.

copied from cf-post-staging / r-survxai
Type Size Name Uploaded Downloads Labels
conda 305.3 kB | noarch/r-survxai-0.2.2-r44hc72bb7e_4.conda  7 days and 9 hours ago 49 main
conda 305.6 kB | noarch/r-survxai-0.2.2-r45hc72bb7e_4.conda  7 days and 9 hours ago 52 main
conda 305.7 kB | noarch/r-survxai-0.2.2-r44hc72bb7e_3.conda  1 year and 1 month ago 1140 main
conda 305.3 kB | noarch/r-survxai-0.2.2-r43hc72bb7e_3.conda  1 year and 1 month ago 1094 main
conda 305.3 kB | noarch/r-survxai-0.2.2-r42hc72bb7e_2.conda  2 years and 3 months ago 1540 main
conda 304.5 kB | noarch/r-survxai-0.2.2-r43hc72bb7e_2.conda  2 years and 3 months ago 1574 main
conda 328.8 kB | noarch/r-survxai-0.2.2-r42hc72bb7e_1.tar.bz2  2 years and 11 months ago 1781 main
conda 329.0 kB | noarch/r-survxai-0.2.2-r41hc72bb7e_1.tar.bz2  2 years and 11 months ago 1783 main
conda 326.8 kB | noarch/r-survxai-0.2.2-r40hc72bb7e_0.tar.bz2  4 years and 4 months ago 2391 main
conda 327.3 kB | noarch/r-survxai-0.2.2-r41hc72bb7e_0.tar.bz2  4 years and 4 months ago 2414 main
conda 327.0 kB | noarch/r-survxai-0.2.2-r36h6115d3f_0.tar.bz2  5 years and 1 month ago 2898 main
conda 326.5 kB | noarch/r-survxai-0.2.2-r40h6115d3f_0.tar.bz2  5 years and 1 month ago 2917 main
conda 320.0 kB | noarch/r-survxai-0.2.0-r40h6115d3f_1002.tar.bz2  5 years and 4 months ago 3265 main
conda 320.3 kB | noarch/r-survxai-0.2.0-r36h6115d3f_1002.tar.bz2  5 years and 4 months ago 3214 main
conda 318.6 kB | noarch/r-survxai-0.2.0-r35h6115d3f_1001.tar.bz2  6 years and 2 months ago 4085 main cf202003
conda 319.8 kB | noarch/r-survxai-0.2.0-r36h6115d3f_1001.tar.bz2  6 years and 2 months ago 4112 main cf202003
conda 305.9 kB | noarch/r-survxai-0.2.0-r351h6115d3f_1000.tar.bz2  6 years and 10 months ago 4689 main cf202003 gcc7 cf201901
conda 310.5 kB | win-64/r-survxai-0.2.0-r351h6115d3f_0.tar.bz2  7 years and 2 days ago 1752 main cf202003 cf201901
conda 282.2 kB | win-64/r-survxai-0.2.0-r341h6115d3f_0.tar.bz2  7 years and 2 days ago 1749 main cf202003 cf201901
conda 276.1 kB | osx-64/r-survxai-0.2.0-r341h6115d3f_0.tar.bz2  7 years and 2 days ago 355 main cf202003 cf201901
conda 305.2 kB | osx-64/r-survxai-0.2.0-r351h6115d3f_0.tar.bz2  7 years and 2 days ago 342 main cf202003 cf201901
conda 276.4 kB | linux-64/r-survxai-0.2.0-r341h6115d3f_0.tar.bz2  7 years and 2 days ago 5277 main cf202003 cf201901
conda 305.3 kB | linux-64/r-survxai-0.2.0-r351h6115d3f_0.tar.bz2  7 years and 2 days ago 5104 main cf202003 cf201901

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