Logistic Regression

Text Classification

पाठ वर्गीकरण

Assigning a category to a piece of text, such as spam or not spam.

AUC

एयूसी

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

Bias (in AI)

पूर्वाग्रह (एआईमा)

Systematic unfairness in AI outputs, often reflecting biases present in training data.

Classification

वर्गीकरण

A task where the model assigns inputs to one of several predefined categories.

Cross-Entropy

क्रस-एन्ट्रोपी

A loss function measuring the gap between predicted and true probability distributions.

Generative Adversarial Network (GAN)

जेनेरेटिभ एडभर्सरियल नेटवर्क

Two networks competing — one generates fake data, the other judges it — to produce realistic outputs.

Inference

इन्फरेन्स

Running a trained model to generate outputs or predictions on new inputs.

Linear Regression

रेखीय रिग्रेसन

A model that fits a straight line to predict a numeric value from input features.