Predictive Analytics

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.

Benchmark

बेन्चमार्क / मापदण्ड

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

Bias Mitigation

पूर्वाग्रह न्यूनीकरण

Techniques to detect and reduce unfair bias in data and models.

Calibration

क्यालिब्रेसन

How well a model's predicted probabilities match the actual frequencies of outcomes.

Churn Prediction

ग्राहक छुट्ने अनुमान

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

Cognitive Science

संज्ञानात्मक विज्ञान

The interdisciplinary study of the mind that informs how AI models intelligence.

Corpus

कोर्पस / पाठ सङ्ग्रह

A large, structured collection of text used to train or study language models.