Learning Curve

AUC

एयूसी

The area under the ROC curve summarizing classification performance as a single number.

Early Stopping

अर्ली स्टपिङ

Halting training once validation performance stops improving to avoid overfitting.

Federated Learning

फेडरेटेड लर्निङ

Training a shared model across many devices without moving their private data to a server.

Few-Shot Learning

फ्यु-सट सिकाइ

Guiding a model to perform a task by showing it just a few examples in the prompt.

Hyperparameter

हाइपरप्यारामिटर

A configuration value set before training that controls how a model learns, like learning rate.

Online Learning

अनलाइन सिकाइ

Training a model continuously as new data arrives, one piece at a time.

Reinforcement Learning

सुदृढीकरण सिकाइ

Training an agent to make decisions by rewarding good actions and penalizing bad ones.

ROC Curve

आरओसी कर्भ

A graph showing the tradeoff between true positive and false positive rates.