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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-staging / r-survxai
Type Size Name Uploaded Downloads Labels
conda 305.7 kB | noarch/r-survxai-0.2.2-r44hc72bb7e_3.conda  5 months and 16 days ago 521 main
conda 305.3 kB | noarch/r-survxai-0.2.2-r43hc72bb7e_3.conda  5 months and 16 days ago 504 main
conda 305.3 kB | noarch/r-survxai-0.2.2-r42hc72bb7e_2.conda  1 year and 6 months ago 969 main
conda 304.5 kB | noarch/r-survxai-0.2.2-r43hc72bb7e_2.conda  1 year and 6 months ago 957 main
conda 328.8 kB | noarch/r-survxai-0.2.2-r42hc72bb7e_1.tar.bz2  2 years and 3 months ago 1324 main
conda 329.0 kB | noarch/r-survxai-0.2.2-r41hc72bb7e_1.tar.bz2  2 years and 3 months ago 1347 main
conda 326.8 kB | noarch/r-survxai-0.2.2-r40hc72bb7e_0.tar.bz2  3 years and 7 months ago 1946 main
conda 327.3 kB | noarch/r-survxai-0.2.2-r41hc72bb7e_0.tar.bz2  3 years and 7 months ago 1965 main
conda 327.0 kB | noarch/r-survxai-0.2.2-r36h6115d3f_0.tar.bz2  4 years and 4 months ago 2445 main
conda 326.5 kB | noarch/r-survxai-0.2.2-r40h6115d3f_0.tar.bz2  4 years and 4 months ago 2466 main
conda 320.0 kB | noarch/r-survxai-0.2.0-r40h6115d3f_1002.tar.bz2  4 years and 8 months ago 2809 main
conda 320.3 kB | noarch/r-survxai-0.2.0-r36h6115d3f_1002.tar.bz2  4 years and 8 months ago 2761 main
conda 318.6 kB | noarch/r-survxai-0.2.0-r35h6115d3f_1001.tar.bz2  5 years and 6 months ago 3642 main cf202003
conda 319.8 kB | noarch/r-survxai-0.2.0-r36h6115d3f_1001.tar.bz2  5 years and 6 months ago 3666 main cf202003
conda 305.9 kB | noarch/r-survxai-0.2.0-r351h6115d3f_1000.tar.bz2  6 years and 1 month ago 4237 main cf202003 gcc7 cf201901
conda 310.5 kB | win-64/r-survxai-0.2.0-r351h6115d3f_0.tar.bz2  6 years and 3 months ago 1736 main cf202003 cf201901
conda 282.2 kB | win-64/r-survxai-0.2.0-r341h6115d3f_0.tar.bz2  6 years and 3 months ago 1730 main cf202003 cf201901
conda 276.1 kB | osx-64/r-survxai-0.2.0-r341h6115d3f_0.tar.bz2  6 years and 3 months ago 348 main cf202003 cf201901
conda 305.2 kB | osx-64/r-survxai-0.2.0-r351h6115d3f_0.tar.bz2  6 years and 3 months ago 334 main cf202003 cf201901
conda 276.4 kB | linux-64/r-survxai-0.2.0-r341h6115d3f_0.tar.bz2  6 years and 3 months ago 4574 main cf202003 cf201901
conda 305.3 kB | linux-64/r-survxai-0.2.0-r351h6115d3f_0.tar.bz2  6 years and 3 months ago 4513 main cf202003 cf201901

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