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__merge__: ../../api/comp_metric.yaml | ||
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name: ks_statistic_scFeatures | ||
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info: | ||
metrics: | ||
- name: ks_statistic_L_stats | ||
label: L statistics | ||
summary: KS statistic of the L statistics | ||
description: | | ||
The Kolmogorov-Smirnov statistic comparing the L statistics in the real datasets versus the L statistics in the simulated datasets. | ||
reference: 10.1201/9780429485572 | ||
documentation_url: https://cran.r-project.org/web/packages/ks/ks.pdf | ||
repository_url: https://cran.r-project.org/web/packages/ks/ | ||
min: -Inf | ||
max: +Inf | ||
maximize: false | ||
- name: ks_statistic_celltype_interaction | ||
label: Celltype interaction | ||
summary: KS statistic of the celltype interaction | ||
description: | | ||
The Kolmogorov-Smirnov statistic comparing the Celltype interaction in the real datasets versus the Celltype interaction in the simulated datasets. | ||
reference: 10.1201/9780429485572 | ||
documentation_url: https://cran.r-project.org/web/packages/ks/ks.pdf | ||
repository_url: https://cran.r-project.org/web/packages/ks/ | ||
min: -Inf | ||
max: +Inf | ||
maximize: false | ||
- name: ks_statistic_nn_correlation | ||
label: Library size | ||
summary: KS statistic of the library size. | ||
description: | | ||
The Kolmogorov-Smirnov statistic comparing the nn correlation in the real datasets versus the nn correlation in the simmulated datasets. | ||
reference: 10.1201/9780429485572 | ||
documentation_url: https://cran.r-project.org/web/packages/ks/ks.pdf | ||
repository_url: https://cran.r-project.org/web/packages/ks/ | ||
min: -Inf | ||
max: +Inf | ||
maximize: false | ||
- name: ks_statistic_morans_I | ||
label: Effective library size | ||
summary: KS statistic of the effective library size. | ||
description: | | ||
The Kolmogorov-Smirnov statistic comparing the morans I of the real datasets versus the morans I of the simulated datasets. | ||
reference: 10.1201/9780429485572 | ||
documentation_url: https://cran.r-project.org/web/packages/ks/ks.pdf | ||
repository_url: https://cran.r-project.org/web/packages/ks/ | ||
min: -Inf | ||
max: +Inf | ||
maximize: false | ||
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resources: | ||
- type: r_script | ||
path: script.R | ||
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engines: | ||
- type: docker | ||
image: ghcr.io/openproblems-bio/base_images/r:1.1.0 | ||
setup: | ||
- type: apt | ||
packages: | ||
- git | ||
- r-bioc-edger | ||
- r-cran-ks | ||
- r-cran-resample | ||
- r-cran-reshape2 | ||
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runners: | ||
- type: executable | ||
- type: nextflow | ||
directives: | ||
label: [midtime, midmem, midcpu] |