Journal article

Instance spaces for machine learning classification

Mario A Munoz, Laura Villanova, Davaatseren Baatar, Kate Smith-Miles

Machine Learning | SPRINGER | Published : 2018

DOI: 10.1007/s10994-017-5629-5

Grants

Awarded by Australian Research Council

Funding Acknowledgements

This work is funded by the Australian Research Council through Australian Laureate Fellowship FL140100012. We gratefully acknowledge the support of NVIDIA Corporation with the donation of the Tesla K40 GPU used for this research.

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Keywords

Instance Difficulty
Performance Evaluation
Test Data
Rules
Algorithm Footprints
System
Meta-Learning
Test Instance Generation
Datasets
Algorithm Selection
Science & Technology
Computer Science
Classification
Instance Space
Computer Science, Artificial Intelligence
Performance
Technology