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Home/Glossary/Loss Function
AI Glossary Term

What does “Loss Function” mean?

Definition

A mathematical objective that quantifies prediction error during training.

Related terms

Training Loss
The model error value computed during training and optimized downward over time.
Cross-Entropy Loss
A common objective function used to train classification models by penalizing incorrect probabilities.
Backpropagation
The core training algorithm that updates model weights by propagating prediction errors backward through the network.
Learning Rate
A training hyperparameter controlling how much parameters change each update step.
LLM-as-Judge
Using a language model to score or compare outputs from other models during evaluation.
Bias
A consistent pattern of error or unfairness in data or model behavior.

Learn more in our free guides

Focal Loss for Imbalanced DetectionTriplet Loss and Metric LearningSigned Distance FunctionsSiamese Networks and Triplet Loss

See also

LoRA (Low-Rank Adaptation)Machine Learning (ML)Memory (Agent Memory)Large Language Model (LLM)Mixture of Experts (MoE)LatencyModel CardLabel Smoothing
PreviousLoRA (Low-Rank Adaptation)NextMachine Learning (ML)
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