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A Novel Scheme for Improving Accuracy of KNN Classification Algorithm Based on the New Weighting Technique and Stepwise Feature Selection

K nearest neighbor algorithm is one of the most frequently used techniques in data mining for its integrity and performance. Though the KNN algorithm is highly effective in many cases, it has some essential deficiencies, which affects the classification accuracy of the algorithm. First, the effectiv...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Saeid Sheikhi, Mohammad Taghi Kheirabadi, Amin Bazzazi
Format: Artigo
Sprache:Inglês
Veröffentlicht: University of Tehran 2020-12-01
Schriftenreihe:Journal of Information Technology Management
Schlagworte:
data mining
knn algorithm
classification algorithm
weighted knn
Online-Zugang:https://jitm.ut.ac.ir/article_78401_aa4ee9377b284f7eaf141c5a92adbe96.pdf
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