overtrain

Push workouts too far

Overtrain means to exercise or practice beyond the point of benefit, resulting in fatigue, decreased performance, or injury rather than improvement.

Athletes who overtrain often experience burnout, persistent soreness, or weakened immune function.

She overtrained for the marathon and ended up too exhausted to compete.

In machine learning, overtrain describes fitting a model so closely to training data that it fails to generalize to new data—the algorithm memorizes rather than learns.

physical

exhaustion

State of utter depletion

burnout · depletion · breakdown · collapse · strain · sprain · stress fracture · overuse · inflammation · soreness

behavior

obsession

Persistent, intrusive preoccupation

excessive · relentless · fixation · rigidity · overachieve · overzealous · immoderate · nonstop · incessant · repetitive

psychological

burnout

Chronic occupational depletion

dread · irritability · anxiety · depression · detachment · disillusionment · mental fatigue · mood swings · insomnia · restlessness

recovery

rest

Cessation of activity

active recovery · sleep · nutrition · rehabilitation · therapy · massage · stretching · hydration · time off · gradual return

Opposites
training intensity/volume

overtrainundertrain

Practice insufficiently for competition

underwork · take it easy · slack off · coast · go easy

recovery balance

overtrainrest

Cessation of activity

recover · recuperate · restore · regenerate · take a break

Family

overtraining, overtrained, overtrains

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