Training & Optimization
Label Smoothing
Softening target labels to prevent overconfidence and improve generalization.
This concept is essential for understanding training & optimization and forms a key part of modern AI systems.
Related Concepts
- Regularization
- Training
- Classification
Tags
training-optimization regularization training classification
Related Terms
Classification
A supervised learning task where the model predicts discrete class labels (categories) for input data.
Regularization
Techniques to prevent overfitting by adding constraints or penalties to the model (L1, L2, dropout, early stopping).
Training
The process of teaching a machine learning model by adjusting its parameters based on data to minimize prediction errors.