Dense feature

A feature in which most or all values are nonzero, typically a tensor of floating-point values. For example, the following 10-element Tensor is dense because 9 of its values are nonzero:¹

$$8, 3, 7, 5, 2, 4, 0, 4, 9, 6$$

See also

• Sparse features

Footnotes

1. developers.google.com/machine-learning/glossary#dense_feature ↩