Glossary entry
Class Imbalance
वर्ग असन्तुलन
Definition (English)
When some categories have far more examples than others, biasing a model.
अर्थ (नेपालीमा)
केही वर्गमा अरूभन्दा धेरै बढी उदाहरण भएर मोडेल पक्षपाती हुने अवस्था।
Related terms
Other terms related to Class Imbalance.
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Oversampling
ओभरस्याम्पलिङ
Adding more copies of rare-class examples to balance a dataset.
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SMOTE
स्मोट (SMOTE)
A technique that creates synthetic minority-class samples to fix class imbalance.
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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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Binning
बिनिङ
Grouping continuous values into discrete intervals or categories.
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Categorical Variable
वर्गीय चर
A variable that takes one of a limited set of categories, like color or country.
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Classification
वर्गीकरण
A task where the model assigns inputs to one of several predefined categories.
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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.