The filename zad1.zip (short for zadanie 1 , or "task 1" in several Slavic languages) suggests this is a specific homework assignment or project file. In this context, "deep feature" usually implies one of the following tasks:
: Identifying which specific deep features are most relevant for a particular prediction task, often referred to as Deep Feature Screening (DeepFS) . 3. Implementation Example zad1.zip
If you are working with Python (common for these tasks), deep features are typically extracted by removing the final classification layer of a model: The filename zad1
: Applying techniques like PCA or Autoencoders to compress high-dimensional deep features into a more manageable "compact feature vector". Implementation Example If you are working with Python
: Reusing layers from a deep model to initialize a new task, where the "deep features" serve as the foundation for learning.