Characterizing the applicability of classification algorithms using meta-level learning

Ranking Learning Algorithms: Using IBL and Meta-Learning on Accuracy and Time Results

Machine Learning

A Comparison of Ranking Methods for Classification Algorithm Selection

ECML '00 Proceedings of the 11th European Conference on Machine Learning

Sampling-Based Relative Landmarks: Systematically Test-Driving Algorithms Before Choosing

EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving

Zoomed Ranking: Selection of Classification Algorithms Based on Relevant Performance Information

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

A Comparative Study of Some Issues Concerning Algorithm Recommendation Using Ranking Methods

IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence

Feature Selection for Meta-learning

PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining

Improved Dataset Characterisation for Meta-learning

DS '02 Proceedings of the 5th International Conference on Discovery Science

An Evaluation of Grading Classifiers

IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis

Task and method selection: selection of data mining methods for tasks C5.1--C5.8

Handbook of data mining and knowledge discovery

Fast Theta-Subsumption with Constraint Satisfaction Algorithms

Machine Learning

C4.5 competence map: a phase transition-inspired approach

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Toward Intelligent Assistance for a Data Mining Process: An Ontology-Based Approach for Cost-Sensitive Classification

IEEE Transactions on Knowledge and Data Engineering

Distribution-based aggregation for relational learning with identifier attributes

Machine Learning

An expert system for supervised classifier design: Application to Alzheimer diagnosis

Expert Systems with Applications: An International Journal

Taxonomy for characterizing ensemble methods in classification tasks: A review and annotated bibliography

Computational Statistics & Data Analysis

Auto-experimentation of KDD workflows based on ontological planning

ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part II

A landmarker selection algorithm based on correlation and efficiency criteria

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence

Automatic recommendation of classification algorithms based on data set characteristics

Pattern Recognition

Pairwise meta-rules for better meta-learning-based algorithm ranking

Machine Learning

Towards UCI+: A mindful repository design

Information Sciences: an International Journal

Domains of competence of the semi-naive Bayesian network classifiers

Information Sciences: an International Journal

Automatic selection of classification learning algorithms for data mining practitioners

Intelligent Data Analysis