Topic summary
Supervised feature learning
Extracted from the Wikipedia article Representation learning.
Supervised
Supervised feature learning is learning features from labeled data. The data label allows the system to compute an error term, the degree to which the system fails to produce the label, which can then be used as feedback to correct the learning process (reduce/minimize the error). Approaches include: