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International Journal of Machine Learning and Cybernetics, ISSN 1868-8071, 12/2019, Volume 10, Issue 12, pp. 3431 - 3444
A model tree is a decision tree in which a specified model, such as a linear regression or naive Bayes model, is built on part of the leaf nodes. Compared with... 
Engineering | Pattern Recognition | Computational Intelligence | Extreme learning machine | ELM-Tree | Control, Robotics, Mechatronics | Artificial Intelligence | Complex Systems | Model tree | Pruning | Systems Biology | Decision tree
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 02/2019, Volume 116, pp. 1 - 9
In predictive tasks like classification, Information Gain (IG) based Decision Tree is very popularly used. However, IG method has some inherent problems like... 
Correlation Ratio | Data Mining | Decision Tree | Information Gain | Dispersion_Ratio | Classification | NUMBER | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Mineral industry | Mining industry | Analysis
Journal Article
Expert Systems with Applications, ISSN 0957-4174, 02/2019, Volume 116, p. 1
In predictive tasks like classification, Information Gain (IG) based Decision Tree is very popularly used. However, IG method has some inherent problems like... 
Domains | Discretization | Correlation analysis | Data sets | Classification | Data mining | Decision trees | Information | Dispersion
Journal Article
Journal of Hydrologic Engineering, ISSN 1084-0699, 05/2019, Volume 24, Issue 5, p. 4019012
Journal Article
by Kang, HJ and Kang, H and Kim, B and Chae, MS and Ha, YR and Oh, SB and Ahn, JH
MEDICINE, ISSN 0025-7974, 10/2019, Volume 98, Issue 40, p. e17368
This study evaluated the diagnostic performance of a new clinical approach based on decision tree (DT) analysis in adult patients with equivocal computed... 
computed tomography | IMPROVE | MEDICINE, GENERAL & INTERNAL | decision tree | NEGATIVE APPENDECTOMY | METAANALYSIS | acute appendicitis | equivocal | RISK | PREVALENCE | scoring system | ACCURACY
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 12/2019, Volume 137, pp. 443 - 452
Journal Article
Journal of Economics, Finance and Administrative Science, ISSN 2077-1886, 04/2019, Volume 24, Issue 47, pp. 157 - 170
Purpose Personal bankruptcy is on the rise in Malaysia. The Insolvency Department of Malaysia reported that personal bankruptcy has increased since 2007, and... 
Personal bankruptcy | Data mining | Random undersampling | Credit scoring | Decision tree model | Financial institutions | Usage | Bankruptcy law | Bankruptcy | Credit ratings | Decision trees
Journal Article
Geocarto International, ISSN 1010-6049, 12/2018, Volume 33, Issue 12, pp. 1398 - 1420
This study addresses landslide susceptibility mapping (LSM) using a novel ensemble approach of using a bivariate statistical method (weights of evidence [WoE]... 
Landslide | logistic model tree | weight of evidence | evidential belief function | China | REGRESSION | HAZARD | IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY | SPATIAL PREDICTION | ANALYTICAL HIERARCHY PROCESS | FOREST | ENVIRONMENTAL SCIENCES | GEOSCIENCES, MULTIDISCIPLINARY | REMOTE SENSING | NEURAL-NETWORKS | DECISION TREE | FUZZY-LOGIC | SUPPORT VECTOR MACHINE | FREQUENCY RATIO
Journal Article