Glossary entry
Data Leakage
डाटा चुहावट
Definition (English)
When information from outside the training set sneaks in, giving misleadingly good results.
अर्थ (नेपालीमा)
तालिम सेटबाहिरको जानकारी भित्र पस्दा भ्रामक रूपमा राम्रो नतिजा आउने अवस्था।
Related terms
Other terms related to Data Leakage.
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Reinforcement Learning
सुदृढीकरण सिकाइ
Training an agent to make decisions by rewarding good actions and penalizing bad ones.
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Bagging
ब्यागिङ
Training many models on random data subsets and averaging them to reduce variance.
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Batch
ब्याच
A small subset of training data processed together in one step of training.
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Batch Normalization
ब्याच नर्मलाइजेसन
A technique that stabilizes and speeds up training by normalizing layer inputs.
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Bias (in AI)
पूर्वाग्रह (एआईमा)
Systematic unfairness in AI outputs, often reflecting biases present in training data.
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Caching
क्यासिङ
Storing frequently used results so they can be returned quickly without recomputing.
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Carbon Footprint (AI)
कार्बन फुटप्रिन्ट (एआई)
The greenhouse-gas emissions caused by training and running AI systems.
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Channel
च्यानल
A separate layer of information in data, such as the red, green, or blue in an image.