Glossary entry
Label
लेबल
Definition (English)
The correct answer attached to a training example that the model tries to predict.
अर्थ (नेपालीमा)
मोडेलले अनुमान गर्न खोज्ने, तालिम उदाहरणसँग जोडिएको सही जवाफ।
Related terms
Other terms related to Label.
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Cost Function
लागत फंक्सन
A function measuring total model error that training tries to minimize.
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Ground Truth
ग्राउन्ड ट्रुथ / वास्तविक सत्य
The verified correct answer used as a reference to evaluate a model's output.
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Masked Language Modeling
मास्क्ड भाषा मोडेलिङ
Training a model by hiding some words and asking it to predict them.
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Accuracy
शुद्धता
The proportion of predictions a model gets correct out of all predictions.
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Active Learning
सक्रिय सिकाइ
A method where the model selects the most useful examples for humans to label.
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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.