Pruning Algorithms for Rule Learning
Machine Learning
An Exact Probability Metric for Decision Tree Splitting and Stopping
Machine Learning
Overcoming the Myopia of Inductive Learning Algorithms with RELIEFF
Applied Intelligence
Knowledge Discovery in Grammatically Analysed Corpora
Data Mining and Knowledge Discovery
Induction By Attribute Elimination
IEEE Transactions on Knowledge and Data Engineering
Class-Dependent Discretization for Inductive Learning from Continuous and Mixed-Mode Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Machine Learning for Survival Analysis: A Case Study on Recurrence of Prostate Cancer
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
Machine Learning for Data Mining in Medicine
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
An Empirical Comparison of Pruning Methods for Ensemble Classifiers
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
An overview of regression techniques for knowledge discovery
The Knowledge Engineering Review
Simplifying decision trees: A survey
The Knowledge Engineering Review
Post-pruning in decision tree induction using multiple performance measures
Computers and Operations Research
Experiments with an innovative tree pruning algorithm
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Pruning belief decision tree methods in averaging and conjunctive approaches
International Journal of Approximate Reasoning
Post-pruning in regression tree induction: An integrated approach
Expert Systems with Applications: An International Journal
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Further experimental evidence against the utility of Occam's razor
Journal of Artificial Intelligence Research
An analysis of reduced error pruning
Journal of Artificial Intelligence Research
Noise-tolerant instance-based learning algorithms
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Machine learning in prognosis of the femoral neck fracture recovery
Artificial Intelligence in Medicine
Maximum a posteriori pruning on decision trees and its application to bootstrap BUMPing
Computational Statistics & Data Analysis
k-norm misclassification rate estimation for decision trees
ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing
Simplification methods for model trees with regression and splitting nodes
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Performance Analysis of Class Noise Detection Algorithms
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
Towards the automatic design of decision tree induction algorithms
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Generalised bottom-up pruning: A model level combination of decision trees
Expert Systems with Applications: An International Journal
A statistical approach to growing a reliable honest tree
Computational Statistics & Data Analysis
Artificial Intelligence in Medicine
Machine learning for survival analysis: a case study on recurrence of prostate cancer
Artificial Intelligence in Medicine
Automating the knowledge acquisition process in the construction of medical expert systems
Artificial Intelligence in Medicine
A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Classification of Unseen Examples under Uncertainty
Fundamenta Informaticae
Automatic design of decision-tree algorithms with evolutionary algorithms
Evolutionary Computation
Ensemble-based noise detection: noise ranking and visual performance evaluation
Data Mining and Knowledge Discovery
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