Glossary entry
Feature Importance
फिचर महत्त्व
Definition (English)
A score showing how much each input feature contributes to a model's predictions.
अर्थ (नेपालीमा)
प्रत्येक इनपुट फिचरले मोडेलको अनुमानमा कति योगदान गर्छ देखाउने अंक।
Related terms
Other terms related to Feature Importance.
-
Confusion Matrix
कन्फ्युजन म्याट्रिक्स
A table showing correct and incorrect predictions broken down by class.
-
Feature
फिचर / विशेषता
An individual measurable property of the data used as input to a model.
-
Feature Map
फिचर म्याप
The output of a convolutional layer showing where certain patterns appear in an image.
-
Feature Selection
फिचर छनोट
Choosing the most relevant input features and discarding the rest to improve a model.
-
Histogram
हिस्टोग्राम
A chart showing how often each brightness or color value appears in an image.
-
Mixture of Experts (MoE)
मिक्स्चर अफ एक्स्पर्ट्स
An architecture that routes each input to a few specialized sub-networks for efficiency.
-
Self-Attention
स्व-एटेन्सन
A mechanism letting each part of a sequence weigh the importance of every other part.
-
SHAP
स्याप (SHAP)
A method that explains a model's prediction by attributing it to each feature.