Glossary entry
SMOTE
स्मोट (SMOTE)
Definition (English)
A technique that creates synthetic minority-class samples to fix class imbalance.
अर्थ (नेपालीमा)
वर्ग असन्तुलन सच्याउन अल्पसङ्ख्यक वर्गका कृत्रिम नमुना बनाउने प्रविधि।
Related terms
Other terms related to SMOTE.
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Class Imbalance
वर्ग असन्तुलन
When some categories have far more examples than others, biasing a model.
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Attention Mechanism
एटेन्सन मेकानिज्म / ध्यान संयन्त्र
A technique that lets a model focus on the most relevant parts of the input.
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Batch Normalization
ब्याच नर्मलाइजेसन
A technique that stabilizes and speeds up training by normalizing layer inputs.
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Classifier-Free Guidance
क्लासिफायर-फ्री गाइडेन्स
A technique that strengthens how closely a generated image follows the prompt.
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Confusion Matrix
कन्फ्युजन म्याट्रिक्स
A table showing correct and incorrect predictions broken down by class.
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Cross-Validation
क्रस-भ्यालिडेसन
A technique that splits data into multiple parts to test a model more reliably.
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Deepfake
डिपफेक
Synthetic media where a person's face or voice is realistically replaced or fabricated.
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Diffusion Model
डिफ्युजन मोडेल
A generative model that creates images by gradually removing noise from random data.