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(v0.7.1.9073) as.mo() self-learning algorithm

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dr. M.S. (Matthijs) Berends
2019-09-15 22:57:30 +02:00
parent cd178ee569
commit 398c5bdc4f
31 changed files with 1030 additions and 2360 deletions
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NEWS.md
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# AMR 0.7.1.9072
<small>Last updated: 12-Sep-2019</small>
# AMR 0.7.1.9073
<small>Last updated: 15-Sep-2019</small>
### Breaking
* Determination of first isolates now **excludes** all 'unknown' microorganisms at default, i.e. microbial code `"UNKNOWN"`. They can be included with the new parameter `include_unknown`:
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```
### Changed
* Many algorithm improvements for `as.mo()` (of which some led to additions to the `microorganisms` data set):
* Self-learning algorithm - the function now gains experience from previously determined microorganism IDs and learns from it (yielding 80-95% speed improvement for any guess after the first try)
* Big improvement for misspelled input
* These new trivial names known to the field are now understood: meningococcus, gonococcus, pneumococcus
* Updated to the latest taxonomic data (updated to August 2019, from the International Journal of Systematic and Evolutionary Microbiology
* Added support for Viridans Group Streptococci (VGS) and Milleri Group Streptococci (MGS)
* Added support for 5,000 new fungi
* Added support for unknown yeasts and fungi
* Renamed data set `septic_patients` to `example_isolates`
* Function `eucast_rules()`:
* Fixed a bug for *Yersinia pseudotuberculosis*
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* Removed class `atc` - using `as.atc()` is now deprecated in favour of `ab_atc()` and this will return a character, not the `atc` class anymore
* Removed deprecated functions `abname()`, `ab_official()`, `atc_name()`, `atc_official()`, `atc_property()`, `atc_tradenames()`, `atc_trivial_nl()`
* Fix and speed improvement for `mo_shortname()`
* Algorithm improvements for `as.mo()` (by which some additions were made to the `microorganisms` data set:
* Big improvement for misspelled input
* These new trivial names known to the field are now understood: meningococcus, gonococcus, pneumococcus
* Updated to the latest taxonomic data (updated to August 2019, from the International Journal of Systematic and Evolutionary Microbiology
* Added support for Viridans Group Streptococci (VGS) and Milleri Group Streptococci (MGS)
* Added support for 5,000 new fungi
* Added support for unknown yeasts and fungi
* Fix for using `mo_*` functions where the coercion uncertainties and failures would not be available through `mo_uncertainties()` and `mo_failures()` anymore
* Deprecated the `country` parameter of `mdro()` in favour of the already existing `guideline` parameter to support multiple guidelines within one country
* The `name` of `RIF` is now Rifampicin instead of Rifampin