English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

This short article presents a new implementation for decision trees. Byintroducing pre-sorted deques, the leaf-wise greedy tree growing strategy nolonger needs to re-sort data at each node, and takes O(kn) time and O(1) extramemory locating the best split and branching. The consistent, superiorperformance - plus its simplicity and guarantee in producing the sameclassification results as the standard decision trees - makes the newimplementation a drop-in replacement for depth-wise tree induction with strongperformance.

A Faster Drop-in Implementation for Leaf-wise Exact Greedy Induction of Decision Tree Using Pre-sorted Deque