Locate Errors with Validation Rules


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Documentation for package ‘errorlocate’ version 1.1.1

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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
expand_weights Create a weight matrix
FHLocalizer-class Feligi-Holt Errorlocalizer
fh_localizer Feligi-Holt Errorlocalizer
inspect_mip inspect the mip problem formulation
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 Find errors in data
locate_errors-method Find 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