मॉडेल ड्रिफ्ट: अर्थ व व्याख्यामॉडेल ज्यावर प्रशिक्षित झाले त्यापेक्षा वास्तविक-जगातील डेटा किंवा परिस्थिती बदलल्याने कालांतराने मॉडेलच्या अचूकतेत होणारी हळूहळू घट.मॉडेल ज्यावर प्रशिक्षित झाले त्यापेक्षा वास्तविक-जगातील डेटा किंवा परिस्थिती बदलल्याने कालांतराने मॉडेलच्या अचूकतेत होणारी हळूहळू घट.

Drift happens when the schemes, language patterns or policy context a model was grounded on shift over time. Ongoing monitoring detects drift so a model can be retrained or its grounding data refreshed before accuracy degrades noticeably.

ड्रिफ्ट तेव्हा होते जेव्हा मॉडेल ज्या योजना, भाषा नमुने किंवा धोरण संदर्भावर आधारित होते ते कालांतराने बदलतात. सतत निरीक्षण ड्रिफ्ट शोधते जेणेकरून अचूकता लक्षणीयरित्या ढासळण्यापूर्वी मॉडेल पुनर्प्रशिक्षित करता येईल किंवा त्याचा आधार डेटा ताजा करता येईल.

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