Bias-Variance Tradeoff

Exploration vs Exploitation

अन्वेषण बनाम उपयोग

An RL tradeoff between trying new actions and using known rewarding ones.

ROC Curve

आरओसी कर्भ

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

Algorithmic Bias

एल्गोरिदमिक पूर्वाग्रह

Unfair outcomes produced by an algorithm, often due to biased data or design.

Automation Bias

स्वचालन पूर्वाग्रह

The tendency of people to over-trust suggestions made by automated systems.

Bag of Words

ब्याग अफ वर्ड्स

A simple text representation counting word occurrences while ignoring order.

Bagging

ब्यागिङ

Training many models on random data subsets and averaging them to reduce variance.

Beam Search

बिम सर्च

A decoding method that keeps several candidate sequences to find a high-quality output.

Bias (in AI)

पूर्वाग्रह (एआईमा)

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