Locate Errors with Validation Rules


[Up] [Top]

Documentation for package ‘errorlocate’ version 0.9.9

Help Pages

errorlocate-package Find errors in data given a set of validation rules.
add_noise Add (a small amount of) noise
create_errorlocation Error location object
ErrorLocalizer-class Base class for class locate errors based on rules and data
errorlocate Find errors in data given a set of validation rules.
errorlocation-class Error location object
errors_removed Get location of removed errors from a 'cleaned' data set
FHLocalizer-class Feligi-Holt Errorlocalizer
fh_localizer Feligi-Holt Errorlocalizer
inspect_mip inspect the mip problem formulation for one record
is_categorical Check if rules are categorical
is_conditional Check if rules are conditional rules
is_linear Check which rules are linear rules.
locate_errors Locate errors in data
locate_errors-method Locate errors in data
miprules Create a mip object from a validator object
MipRules-class Create a mip object from a validator object
replace_errors Replace erroneous fields with NA or a suggested value
replace_errors-method Replace erroneous fields with NA or a suggested value
translate_mip_lp translate linear rules into an lp problem