regularisations
Acts of normalizing
Regularisations is the British spelling of regularizations—instances of making something regular, standard, or officially recognized.
The term appears in bureaucratic and technical contexts: The government announced regularisations of immigration status for certain workers.
In machine learning, regularisations are techniques that prevent models from overfitting to training data.
Creating consistency across systems
- normalizationAdjusting to a standard
- codificationOrganizing rules into system
- systematizationCreating ordered structure
- formalizationProcess of making rigorous
unification · conformity · alignment · consistency · uniformity · homogenization · coordination · synchronization
Adjusting to a standard
- z-scoreStandardized deviation measure
- min-maxOptimal play against adversity
- scalingClimbing or resizing
- preprocessingInitial data preparation steps
transformation · variance · mean · distribution · outliers · quantile · rescaling · calibration
harmonization
Creating consistency across systems
- normalizationAdjusting to a standard
- codificationOrganizing rules into system
- systematizationCreating ordered structure
formalization · unification · conformity · alignment · consistency · uniformity · homogenization · coordination · synchronization · streamlining
normalization
Adjusting to a standard
- z-scoreStandardized deviation measure
- min-maxOptimal play against adversity
- scalingClimbing or resizing
preprocessing · transformation · variance · mean · distribution · outliers · quantile · rescaling · calibration · adjustment
regularisationsdeviations
Departures from a norm
deregulations · aberrations · anomalies · departures · transgressions
regularisationsinvalidations
Acts of voiding legitimacy
annulments · revocations · nullifications · prohibitions · bannings
regularisationsdeviations
Departures from a norm
irregularities · randomisations · diversifications · anomalies · exceptions