Glossary entry
प्रमुख घटक विश्लेषण
Definition (English)
A technique that reduces many features into a few that capture most of the variation.
अर्थ (नेपालीमा)
धेरै फिचरलाई अधिकांश भिन्नता समेट्ने केहीमा घटाउने प्रविधि।
Related terms
Attention Mechanism
एटेन्सन मेकानिज्म / ध्यान संयन्त्र
A technique that lets a model focus on the most relevant parts of the input.
Curse of Dimensionality
आयामको अभिशाप
Problems that arise when data has too many features, making learning harder.
Feature Selection
फिचर छनोट
Choosing the most relevant input features and discarding the rest to improve a model.
Active Learning
सक्रिय सिकाइ
A method where the model selects the most useful examples for humans to label.
Actuator
एक्चुएटर
A component that turns a system's decisions into physical movement or action.
API
एपीआई
A defined way for software programs to communicate and use each other's features.
Artificial General Intelligence (AGI)
कृत्रिम सामान्य बुद्धिमत्ता
A hypothetical AI that can understand and perform any intellectual task a human can, across many domains.
Autoencoder
अटोइन्कोडर
A network that compresses data into a compact code and reconstructs it, useful for learning features.