A Bi-criteria optimization model for adjusting the decision tree parameters
Decision trees play a very important role in knowledge representation because of its simplicity and self-explanatory nature. We study the optimization of the parameters of the decision trees to find a shorter as well as more accurate decision tree. Hence, we design two algorithms to build a decisio...
Saved in:
| Main Authors: | Mohammad Azad, Mikhail Moshkov |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-03-01
|
| Series: | Kuwait Journal of Science |
| Online Access: | https://journalskuwait.org/kjs/index.php/KJS/article/view/10725 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Classification and Optimization of Decision Trees for Inconsistent Decision Tables Represented as MVD Tables
by: Mohammad Azad, et al.
Published: (2015-10-01) -
Minimizing Size of Decision Trees for Multi-label Decision Tables
by: Mohammad Azad, et al.
Published: (2014-09-01) -
Algorithmic Problems for Computation Trees
by: Mikhail Moshkov
Published: (2025-05-01) -
Lower Bounds on Cardinality of Reducts for Decision Tables from Closed Classes
by: Azimkhon Ostonov, et al.
Published: (2024-10-01) -
Strategic Decisions in Corporate Travel: Optimization Through Decision Trees
by: Jose-Mario Zarate-Carbajal, et al.
Published: (2024-11-01)