Glossary entry
Clustering
क्लस्टरिङ / समूहीकरण
Definition (English)
Grouping similar data points together without using predefined labels.
अर्थ (नेपालीमा)
पहिल्यै तोकिएको लेबलबिना उस्तै डाटा बिन्दुहरूलाई एकै समूहमा राख्ने काम।
Related terms
Other terms related to Clustering.
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DBSCAN
डीबीस्क्यान
A clustering method that groups dense regions and marks sparse points as noise.
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k-Means Clustering
के-मिन्स क्लस्टरिङ
An algorithm that groups data into k clusters around computed center points.
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Word Embedding (Word2Vec)
वर्ड एम्बेडिङ
Representing words as vectors so that similar meanings sit close together in space.
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Anomaly Detection
असामान्यता पहिचान
Spotting data points that deviate sharply from normal patterns, e.g. fraud or faults.
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Batch
ब्याच
A small subset of training data processed together in one step of training.
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Batch Inference
ब्याच इन्फरेन्स
Running predictions on many inputs together rather than one at a time.
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Binning
बिनिङ
Grouping continuous values into discrete intervals or categories.
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Caching
क्यासिङ
Storing frequently used results so they can be returned quickly without recomputing.