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"leaf node" is correct and usable in written English.
You can use it to refer to the end of a branch in a hierarchical structure, such as a system of categorization or a tree diagram. For example, "The leaf node in this branching structure represents the most specific category."
Dictionary
leaf node
noun
One of the spots upon a stem where buds and intercalary meristems occur, usually marking the end of a season's growth.
synonyms
Exact(60)
Second, a type of header information was written on each leaf node.
The likelihood given by the above equation is stored in each leaf node.
The different categories of nodes are: i) root node, ii) relay node, and iii) leaf node.
There is only one path between the root node and each leaf node.
Each internal node corresponds to a binary classifier, and each leaf node corresponds to a class.
The dendrogram heat map was generated using a color-blending algorithm between the known values at each leaf node.
A new subject is dropped down the tree to its terminal node, also termed leaf node.
Don't dig too close or you'll damage the roots they send down at each leaf node.
Cut just below a leaf node and pinch out the growing tip, leaving a pair of leaves.
When the plants are about 14 inches tall, cut off the top six inches -- four inches for afila types -- making the cut right above a leaf node.
Trim to just below a leaf node, remove the soft tip and the lower leaves and reduce the leaf size if large.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com