Glossary entry
ROC Curve
आरओसी कर्भ
Definition (English)
A graph showing the tradeoff between true positive and false positive rates.
अर्थ (नेपालीमा)
साँचो सकारात्मक र झूटो सकारात्मक दरबीचको सन्तुलन देखाउने ग्राफ।
Related terms
Other terms related to ROC Curve.
-
Bias-Variance Tradeoff
बायस-भेरियन्स सन्तुलन
The balance between a model being too simple (high bias) and too sensitive to data (high variance).
-
Boolean Logic
बुलियन तर्क
Reasoning with true/false values combined by operations like AND, OR, and NOT.
-
Cross-Entropy
क्रस-एन्ट्रोपी
A loss function measuring the gap between predicted and true probability distributions.
-
Exploration vs Exploitation
अन्वेषण बनाम उपयोग
An RL tradeoff between trying new actions and using known rewarding ones.
-
Fuzzy Logic
फजी लजिक / अस्पष्ट तर्क
A reasoning approach that handles degrees of truth instead of strict true/false values.
-
Learning Curve
सिकाइ वक्र
A plot showing how a model's performance changes as it sees more training data.
-
Mean Squared Error (MSE)
माध्य वर्ग त्रुटि
A regression metric averaging the squared differences between predictions and true values.
-
AUC
एयूसी
The area under the ROC curve summarizing classification performance as a single number.