𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Tree stability diagnostics and some remedies for instability

✍ Scribed by Felix Dannegger

Book ID
101239364
Publisher
John Wiley and Sons
Year
2000
Tongue
English
Weight
150 KB
Volume
19
Category
Article
ISSN
0277-6715

No coin nor oath required. For personal study only.

✦ Synopsis

Stability aspects of recursive partitioning procedures are investigated. Using resampling techniques, diagnostic tools to assess single split stability and overall tree stability are introduced. To correct for the procedure's preference for covariates with many unique realizations, corrected p-values are used in the factor selection component of the algorithm. Finally, methods to stabilize tree-based predictors are discussed.

πŸ“œ SIMILAR VOLUMES

Some Inequalities for Tree Martingales
Some Inequalities for Tree Martingales
✍ Tong-jun He; You-liang Hou πŸ“‚ Article πŸ“… 2005 πŸ› Institute of Applied Mathematics, Chinese Academy 🌐 English βš– 184 KB
Stability, instability and aperiodicity
Stability, instability and aperiodicity tests for linear discrete systems
✍ Edward Szaraniec πŸ“‚ Article πŸ“… 1973 πŸ› Elsevier Science 🌐 English βš– 302 KB

The system characteristic polynomial is replaced by its inverse which is decomposed as a combination of lower-degree and lower-degree inverse polynomials. A sequence of polynomials of descending degree is determined by successive decomposition. A necessary and sufficient condition of stability as w