Glossary entry
वन-हट इन्कोडिङ
Definition (English)
Representing categories as binary columns so models can process non-numeric data.
अर्थ (नेपालीमा)
मोडेलले गैर-सङ्ख्यात्मक डाटा प्रशोधन गर्न सकून् भनी वर्गलाई बाइनरी स्तम्भका रूपमा देखाउने तरिका।
Related terms
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.
Binning
बिनिङ
Grouping continuous values into discrete intervals or categories.
Byte-Pair Encoding (BPE)
बाइट-पेयर इन्कोडिङ
A tokenization method that builds subword units from frequent character pairs.
Categorical Variable
वर्गीय चर
A variable that takes one of a limited set of categories, like color or country.
Churn Prediction
ग्राहक छुट्ने अनुमान
Using models to predict which customers are likely to stop using a product or service.
Class Imbalance
वर्ग असन्तुलन
When some categories have far more examples than others, biasing a model.