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Loss function

A mathematical function that calculates how far a model’s prediction is from its label. The goal of training an algorithm is to improve prediction accuracy and minimize the loss that is produced.

Related Terms

Virtual Reality (VR)

Unsupervised machine learning

Supervised machine learning

Proprietary models

Prompt engineering

Open source models

Neural networks

Natural language processing (NLP)

Machine learning (ML)

Learning algorithm

Large Language Model (LLM)

Generative pre-trained transformer 4 (GPT-4)

Deep learning model

Automated Machine Learning (AutoML)

Artificial Reality (AR)

Artificial Intelligence

Anomaly detection

Adaptive Gradient (AdaGrad) algorithm

Active Learning