Bias Mitigation

Algorithmic Bias

एल्गोरिदमिक पूर्वाग्रह

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

Bagging

ब्यागिङ

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

Automation Bias

स्वचालन पूर्वाग्रह

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

Benchmark

बेन्चमार्क / मापदण्ड

A standard dataset or test used to compare the performance of different models.

Bias (in AI)

पूर्वाग्रह (एआईमा)

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

Bias (parameter)

बायस (प्यारामिटर)

An extra learnable value added to a neuron's output to shift it as needed.

Bias-Variance Tradeoff

बायस-भेरियन्स सन्तुलन

The balance between a model being too simple (high bias) and too sensitive to data (high variance).

Churn Prediction

ग्राहक छुट्ने अनुमान

Using models to predict which customers are likely to stop using a product or service.