Comparison of Instance Selection Algorithms II. Results and Comments

Comparison of Instance Selection Algorithms II. Results and Comments

This paper is an continuation of the accompanying paper with the same main title. The first paper reviewed instance selection algorithms, here results of empirical comparison and comments are presented. Several test were performed mostly on benchmark data sets from the machine learning repository at...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Grochowski, Marek, Jankowski, Norbert
Format: Buchkapitel
Sprache:eng
Schlagworte:
Applied sciences
Artificial intelligence
Computer science
control theory
systems
Exact sciences and technology
Instance Selection
Learn Vector Quantization
Learning and adaptive systems
Neighbor Rule
Selection Algorithm
Unseen Data
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Beschreibung
Zusammenfassung:This paper is an continuation of the accompanying paper with the same main title. The first paper reviewed instance selection algorithms, here results of empirical comparison and comments are presented. Several test were performed mostly on benchmark data sets from the machine learning repository at UCI. Instance selection algorithms were tested with neural networks and machine learning algorithms.
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-540-24844-6_87