A new classification method based on Minimum Spanning Trees

arXiv:2606.21639 · cs.LG, stat.ME, stat.ML · Submitted 2026-06-19 · Read on arXiv

Julio González-Díaz, Beatriz Pateiro-López, Iria Rodríguez-Acevedo

cs.LG, stat.ME, stat.ML

Submitted: 2026-06-19

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Accuracy — 43× in this paper · explained in 1 episode
• Conformity — 21× in this paper · explained in 2 episodes
• Minimum Spanning Tree — 17× in this paper
• Clustering — 10× in this paper · explained in 2 episodes
• Robustness — 5× in this paper · explained in 6 episodes
• Computational Efficiency — 3× in this paper · explained in 2 episodes
• Core — 3× in this paper · explained in 2 episodes
• Unsupervised Learning — 3× in this paper · explained in 2 episodes
• Minimum Spanning Tree Problem — 2× in this paper
• Theoretical Guarantees — 2× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Combinatorial Optimization — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 14 episodes
• Linear Complexity — 1× in this paper · explained in 2 episodes
• Linear Discriminant Analysis — 1× in this paper
• Overfitting — 1× in this paper · explained in 2 episodes
• Quadratic Discriminant Analysis — 1× in this paper
• Structural Properties — 1× in this paper · explained in 2 episodes

Sources

• Complex Networks for Pattern-Based Data Classification

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