Analysis of Antimicrobial Minimum Inhibitory Concentration Data


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Documentation for package ‘MIC’ version 1.1.0

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as.sir_vectorised Convert MIC or Disk Diffusion to SIR, vectorised over antimicrobials
bias Calculate MIC bias
clean_raw_mic Clean up raw MIC for use as a feature
combined_file_system Combine train and test filesystem into single folder
compare_mic Compare and validate MIC values
compare_sir Compare SIR results and generate categorical agreement
download_patric_db Download PATRIC database
droplevels.mic_validation Droplevels for MIC validation object
ecoffs ECOFF data
essential_agreement Essential agreement for MIC validation
example_mics Example MIC data
fill_dilution_levels Fill MIC dilution levels
force_mic Force MIC-like into MIC-compatible format
genomes_to_kmer_libsvm Convert genomes to kmers in libsvm format
genome_to_libsvm Converts a genome to kmers stored in libsvm format on disk
get_mic Get MIC meta-data from feature database
kmers Generates genome kmers
load_patric_db Load PATRIC database
mic_censor Censor MIC values
mic_range Generate dilution series
mic_r_breakpoint R breakpoint for MIC
mic_s_breakpoint S breakpoint for MIC
mic_uncensor Uncensor MICs
move_files Move or copy files using logical vector
plot.mic_validation Plot MIC validation results
print.mic_validation Print MIC validation object
print.mic_validation_summary Print MIC validation summary
pull_PATRIC_genomes Automated download of genomes from PATRIC database
qc_in_range Check that MIC is within QC range
qc_on_target Check that QC measurement is at the required target *[Experimental]*
replace_multiple_slashes Removes multiple slashes in a path or url
reverse_complement Reverse complement of DNA string
split_and_combine_files Create test train files from a number of files
squeezed_index_to_str Get str conversion of squeezed kmer using index
squeezed_mers Generates all permutations of squeezed kmers
standardise_mic Standardise MIC to control strain *[Experimental]*
subset.mic_validation Subset MIC validation object
summary.mic_validation Summary of MIC validation results
table Table
table.default Table
table.mic_validation Table
tidy_patric_meta_data Tidy PATRIC data
train_test_filesystem Organise files into a train-test filesystem
unsqueezed_index_to_str Get str conversion of unsqueezed kmer using index
unsqueezed_mers Generates all permutations of unsqueezed kmers
xgb.cv.lowmem Low memory cross-validation wrapper for XGBoost