Glossary entry
Monitoring
अनुगमन
Definition (English)
Continuously tracking a deployed system's health, performance, and errors.
अर्थ (नेपालीमा)
तैनात प्रणालीको स्वास्थ्य, कार्यक्षमता र त्रुटि निरन्तर ट्र्याक गर्ने काम।
Related terms
Other terms related to Monitoring.
-
AUC
एयूसी
The area under the ROC curve summarizing classification performance as a single number.
-
Benchmark
बेन्चमार्क / मापदण्ड
A standard dataset or test used to compare the performance of different models.
-
Early Stopping
अर्ली स्टपिङ
Halting training once validation performance stops improving to avoid overfitting.
-
Experiment Tracking
प्रयोग ट्र्याकिङ
Recording the settings, data, and results of model experiments for comparison.
-
FLOPS
फ्लप्स (FLOPS)
Floating-point operations per second, a measure of computing performance.
-
Gradient Boosting
ग्र्याडियन्ट बुस्टिङ
An ensemble technique that builds models sequentially, each correcting the previous one's errors.
-
Grounding
ग्राउन्डिङ
Connecting a model's responses to reliable external facts or sources to reduce errors.
-
Key Performance Indicator (KPI)
मुख्य कार्यसम्पादन सूचक
A measurable value that shows how well a goal or process is being achieved.