Splitting criteria for ordinal decision trees: An experimental study

Research areas:

• Methodology - Ordinal classification

Year:

2026

Type of Publication:

Article

Keywords:

Ordinal classification, Ordinal regression, Ordinal trees, Impurity measures, Splitting criteria, Ordinal Gini, Ordinal information gain, Ranking impurity

Authors:

• Ayllón-Gavilán, Rafael
• Martínez-Estudillo, Francisco José
• Guijo-Rubio, David
• Hervás-Martínez, César
• Gutiérrez, Pedro Antonio

Journal:

Pattern Recognition

Volume:

171

Number:

B

Pages:

112273

Month:

March

ISSN:

0031-3203

Note:

JCR(2024): 7.6 Position: 33/366 (Q1D1) Category: ENGINEERING, ELECTRICAL & ELECTRONIC

Comments:

JCR(2024): 7.6 Position: 33/366 (Q1D1) Category: ENGINEERING, ELECTRICAL & ELECTRONIC