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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  3 days and 16 hours ago 40 main
conda 305.6 kB | noarch/r-survxai-0.2.2-r45hc72bb7e_4.conda  3 days and 16 hours ago 40 main
conda 305.7 kB | noarch/r-survxai-0.2.2-r44hc72bb7e_3.conda  1 year and 1 month ago 1128 main
conda 305.3 kB | noarch/r-survxai-0.2.2-r43hc72bb7e_3.conda  1 year and 1 month ago 1086 main
conda 305.3 kB | noarch/r-survxai-0.2.2-r42hc72bb7e_2.conda  2 years and 2 months ago 1531 main
conda 304.5 kB | noarch/r-survxai-0.2.2-r43hc72bb7e_2.conda  2 years and 2 months ago 1565 main
conda 328.8 kB | noarch/r-survxai-0.2.2-r42hc72bb7e_1.tar.bz2  2 years and 11 months ago 1771 main
conda 329.0 kB | noarch/r-survxai-0.2.2-r41hc72bb7e_1.tar.bz2  2 years and 11 months ago 1772 main
conda 326.8 kB | noarch/r-survxai-0.2.2-r40hc72bb7e_0.tar.bz2  4 years and 4 months ago 2380 main
conda 327.3 kB | noarch/r-survxai-0.2.2-r41hc72bb7e_0.tar.bz2  4 years and 4 months ago 2402 main
conda 327.0 kB | noarch/r-survxai-0.2.2-r36h6115d3f_0.tar.bz2  5 years and 1 month ago 2887 main
conda 326.5 kB | noarch/r-survxai-0.2.2-r40h6115d3f_0.tar.bz2  5 years and 1 month ago 2905 main
conda 320.0 kB | noarch/r-survxai-0.2.0-r40h6115d3f_1002.tar.bz2  5 years and 4 months ago 3253 main
conda 320.3 kB | noarch/r-survxai-0.2.0-r36h6115d3f_1002.tar.bz2  5 years and 4 months ago 3202 main
conda 318.6 kB | noarch/r-survxai-0.2.0-r35h6115d3f_1001.tar.bz2  6 years and 2 months ago 4074 main cf202003
conda 319.8 kB | noarch/r-survxai-0.2.0-r36h6115d3f_1001.tar.bz2  6 years and 2 months ago 4101 main cf202003
conda 305.9 kB | noarch/r-survxai-0.2.0-r351h6115d3f_1000.tar.bz2  6 years and 10 months ago 4679 main cf202003 gcc7 cf201901
conda 310.5 kB | win-64/r-survxai-0.2.0-r351h6115d3f_0.tar.bz2  6 years and 11 months ago 1752 main cf202003 cf201901
conda 282.2 kB | win-64/r-survxai-0.2.0-r341h6115d3f_0.tar.bz2  6 years and 11 months ago 1749 main cf202003 cf201901
conda 276.1 kB | osx-64/r-survxai-0.2.0-r341h6115d3f_0.tar.bz2  6 years and 11 months ago 355 main cf202003 cf201901
conda 305.2 kB | osx-64/r-survxai-0.2.0-r351h6115d3f_0.tar.bz2  6 years and 11 months ago 342 main cf202003 cf201901
conda 276.4 kB | linux-64/r-survxai-0.2.0-r341h6115d3f_0.tar.bz2  6 years and 11 months ago 5263 main cf202003 cf201901
conda 305.3 kB | linux-64/r-survxai-0.2.0-r351h6115d3f_0.tar.bz2  6 years and 11 months ago 5091 main cf202003 cf201901

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