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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  8 months and 2 days ago 502 main
conda 305.6 kB | noarch/r-survxai-0.2.2-r45hc72bb7e_4.conda  8 months and 2 days ago 475 main
conda 305.7 kB | noarch/r-survxai-0.2.2-r44hc72bb7e_3.conda  1 year and 9 months ago 1527 main
conda 305.3 kB | noarch/r-survxai-0.2.2-r43hc72bb7e_3.conda  1 year and 9 months ago 1487 main
conda 305.3 kB | noarch/r-survxai-0.2.2-r42hc72bb7e_2.conda  2 years and 10 months ago 1928 main
conda 304.5 kB | noarch/r-survxai-0.2.2-r43hc72bb7e_2.conda  2 years and 10 months ago 1960 main
conda 328.8 kB | noarch/r-survxai-0.2.2-r42hc72bb7e_1.tar.bz2  3 years and 7 months ago 2169 main
conda 329.0 kB | noarch/r-survxai-0.2.2-r41hc72bb7e_1.tar.bz2  3 years and 7 months ago 2168 main
conda 326.8 kB | noarch/r-survxai-0.2.2-r40hc72bb7e_0.tar.bz2  5 years and 4 hours ago 2767 main
conda 327.3 kB | noarch/r-survxai-0.2.2-r41hc72bb7e_0.tar.bz2  5 years and 4 hours ago 2813 main
conda 327.0 kB | noarch/r-survxai-0.2.2-r36h6115d3f_0.tar.bz2  5 years and 9 months ago 3271 main
conda 326.5 kB | noarch/r-survxai-0.2.2-r40h6115d3f_0.tar.bz2  5 years and 9 months ago 3329 main
conda 320.0 kB | noarch/r-survxai-0.2.0-r40h6115d3f_1002.tar.bz2  6 years and 22 days ago 3655 main
conda 320.3 kB | noarch/r-survxai-0.2.0-r36h6115d3f_1002.tar.bz2  6 years and 22 days ago 3585 main
conda 318.6 kB | noarch/r-survxai-0.2.0-r35h6115d3f_1001.tar.bz2  6 years and 10 months ago 4469 main cf202003
conda 319.8 kB | noarch/r-survxai-0.2.0-r36h6115d3f_1001.tar.bz2  6 years and 10 months ago 4492 main cf202003
conda 305.9 kB | noarch/r-survxai-0.2.0-r351h6115d3f_1000.tar.bz2  7 years and 6 months ago 5073 main cf202003 gcc7 cf201901
conda 310.5 kB | win-64/r-survxai-0.2.0-r351h6115d3f_0.tar.bz2  7 years and 7 months ago 1775 main cf202003 cf201901
conda 282.2 kB | win-64/r-survxai-0.2.0-r341h6115d3f_0.tar.bz2  7 years and 7 months ago 1773 main cf202003 cf201901
conda 276.1 kB | osx-64/r-survxai-0.2.0-r341h6115d3f_0.tar.bz2  7 years and 7 months ago 374 main cf202003 cf201901
conda 305.2 kB | osx-64/r-survxai-0.2.0-r351h6115d3f_0.tar.bz2  7 years and 7 months ago 359 main cf202003 cf201901
conda 276.4 kB | linux-64/r-survxai-0.2.0-r341h6115d3f_0.tar.bz2  7 years and 7 months ago 5748 main cf202003 cf201901
conda 305.3 kB | linux-64/r-survxai-0.2.0-r351h6115d3f_0.tar.bz2  7 years and 7 months ago 5589 main cf202003 cf201901

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