Speeding Up Logistic Model Tree Induction

Sumner, Frank, & Hall. (2005). Speeding Up Logistic Model Tree Induction.

Type

Book chapter

Intellectual base

Review or monograph

Year

2005

Pages cited

675-683

DOI registrant

Springer Nature

Link

https://doi.org/10.1007/11564126_72verified

Cited by

1 citation across 1 artifact.

Domain-specific

• Logistic model tree
  • … from the inherited parent model, and the full tree is subsequently pruned. to A faster induction variant replaces cross-validated selection of the number of LogitBoost iterations with an Akaike-information-criterion stopping rule while retaining the tree-plus-logistic architecture. demonstrates that continuity.

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