regularization
overdraft
torture-test
back-annotation
quantification
mismodel
downgradable
incorrect
undercharge
wrong
faulty
epsilontics
Gustafson's law
overspecification
go too far
field test
field trial
allowance
failure rate
boomerang
overcapacitate
backfire
underpenalized
underproduction
short-circuit
control experiment
Betz limit
prevention cost
economical
internal failure cost
economic
epsilontic
virtual
misfigure
preequilibrated
bubble
nerf
wastage
poka-yoke
last straw
house of cards
antiredundancy
cash limit
shotgun debugging
underpenalize
antibottleneck
low-budget
spinoidal
subvital
leak
kink
drink from a firehose
riskware
wastingly
transgress
trial-and-error
build on sand
supermethod
rate limiter
grace period
overloadedness
cutoff
bottleneck
overlimited
formulism
overschedule
Amdahl's law
mismold
let go
ooch
tuning
break down
crush
have two strings to one's bow
ineffectualness
periviability
closing form
escape
Byzantine fault tolerance
control
overflow
verification
antistaling
schematization
open-ended
penalize
retardant
immethodicalness
breakage
unbundle
cripple
schematisation
overdeck
overfit
peephole optimization
contingency cost
overconstrain
overloadability
liveness

English words for 'constraints and penalties imposed on a model to prevent it from overfitting'

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