pruning

Short definition from Wiktionary

Noun

1. 1
   A removal of excess material from a tree or shrub.
2. 2
   Something obtained by pruning, as a twig.
3. 3
   A method of enumeration that allows the cutting out of parts of a decision tree.

Verb

1. 1
   present participle and gerund of prune