Adding more parameters to a neural network is often necessary to increase performance, but without a corresponding increase in dataset size, it can easily lead to overfitting.
Source: tatoeba (11254193)
Overfitting
Synonyms for "overfitting" (11 found)
Ranked by relevance and common usage.
Closest matches (3)
Noun(3 words)
Strong matches (3)
Noun(3 words)
Related words (5)
Noun(5 words)
Related word relations
OpenGloss and ConceptNet supply richer edges like generalizations, collocations, and derivations.
More general
7 entriesdata modelinginstructional errormodel errormodel qualitymodeling errorstatistical errorteaching error
More specific
10 entriescomplex modelcross validationdata augmentationhigh variance modelmemorizationnoise fittingnoisy training datarigid plansimpler modelspecific task
Collocations
14 entriesavoid overfittingcomplex modelcross validationgeneralization errormitigate overfittingmodel generalizationmodel overfittingoverfitting during trainingoverfitting modeloverfitting problemoverfitting riskregularization techniquesevere overfittingtraining data noise
Inflections
6 entriesDerivations
4 entriesSample sentences
1 total sentences available.