Glossary entry
Random Forest
र्यान्डम फरेस्ट
Definition (English)
An ensemble of many decision trees whose predictions are combined for better accuracy.
अर्थ (नेपालीमा)
धेरै निर्णय वृक्षको समूह जसको अनुमान मिलाएर बढी शुद्धता ल्याइन्छ।
Related terms
Other terms related to Random Forest.
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Accuracy
शुद्धता
The proportion of predictions a model gets correct out of all predictions.
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Bagging
ब्यागिङ
Training many models on random data subsets and averaging them to reduce variance.
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Batch Inference
ब्याच इन्फरेन्स
Running predictions on many inputs together rather than one at a time.
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Decision Support System
निर्णय सहयोग प्रणाली
Software that analyzes data to help people make better, faster decisions.
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Decision Tree
निर्णय वृक्ष
A model that makes predictions by following a tree of yes/no questions about the data.
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Markov Decision Process
मार्कोभ निर्णय प्रक्रिया
A mathematical framework for decision-making where outcomes are partly random.
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A/B Testing
ए/बी परीक्षण
Comparing two versions of a system with real users to see which performs better.
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Artificial General Intelligence (AGI)
कृत्रिम सामान्य बुद्धिमत्ता
A hypothetical AI that can understand and perform any intellectual task a human can, across many domains.