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Advanced parameters setting for multi‐Models

Kaixin edited this page Nov 21, 2023 · 5 revisions
  • Users, who would like to reproduce this AMR benchmarking results, are not advised to change settings in this category.
  • But you can change them accordingly when you want to make use of this benchmarking workflow to explore more.
  • For multi-species models, we have listed the possible maximum benchmarking species (in terms of the dataset this study provides); you can explore as you like by making new combinations of the listed species. Users, who would like to reproduce this AMR benchmarking results, are not advised to change settings in this category.
option action values ([default])
species_list_multi_species Benchmarked species for multi-species models. Mycobacterium_tuberculosis, Salmonella_enterica, Streptococcus_pneumoniae, Escherichia_coli, Staphylococcus_aureus, Klebsiella_pneumoniae, Acinetobacter_baumannii, Pseudomonas_aeruginosa, Campylobacter_jejuni
merge_name Used to name the folder for multi-models. E.g. multi-models of M. tuberculosis and S. enterica will result in Mt_Se. Mt_Se_Sp_Ec_Sa_Kp_Ab_Pa_Cj
cv_number_multiS The value of k+1, where the k corresponds to k-fold cross-validation and 1 corresponds to the holdout test set, for multi-species models 6
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