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

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

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