Feature

Feature Importance

फिचर महत्त्व

A score showing how much each input feature contributes to a model's predictions.

Feature Selection

फिचर छनोट

Choosing the most relevant input features and discarding the rest to improve a model.

Attention Mechanism

एटेन्सन मेकानिज्म / ध्यान संयन्त्र

A technique that lets a model focus on the most relevant parts of the input.

Dimensionality Reduction

आयाम न्यूनीकरण

Reducing the number of input features while keeping important information.

Encoder-Decoder

इन्कोडर-डिकोडर

An architecture that compresses input into a representation then expands it into output.

Feature Engineering

फिचर इन्जिनियरिङ

The process of selecting and transforming raw data into useful features for a model.

Feature Map

फिचर म्याप

The output of a convolutional layer showing where certain patterns appear in an image.

Feature Matching

फिचर मिलान

Finding corresponding points between images to align or compare them.