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Nearest centroid classifier

Known as: NPC, Nearest prototype classifier, Rocchio Classification 
In machine learning, a nearest centroid classifier or nearest prototype classifier is a classification model that assigns to observations the label… 
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Related topics

Related topics

9 relations
Cluster hypothesisK-means clusteringK-nearest neighbors algorithmLinear discriminant analysis

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2020
2020
Nearest Centroid Classifier with Outlier Removal for Classification
Classification method is misled by outlier. However, there are few research of classification with outlier removal, especially… 
2016
2016
Implementasi Klasifikasi Bayesian Untuk Strategi Menyerang Jarak Dekat Pada Npc (Non Player Character)menggunakan Unity 3d
Abstract —Dalam sebuah game strategi penyerangan untuk melawan musuh harus diterapkan, sehingga lebih menarik pemain game untuk… 
2014
2014
Differential Evolution Based Nearest Prototype Classifier with Optimized Distance Measures and GOWA
Nearest prototype classifier based on differential evolution algorithm, pool of distances and generalized ordered weighted… 
2010
2010
A Novel Fuzzy Kernel Vector Quantization for Speaker Recognition with Short Utterances
When the amount of available training and testing data will be few seconds, the number of feature vectors we obtain are less… 
2008
2008
Prototype learning with margin-based conditional log-likelihood loss
The classification performance of nearest prototype classifiers largely relies on the prototype learning algorithms, such as the… 
2005
2005
Optimal Feature Selection for Nearest Centroid Classifiers, With Applications to Gene Expression Microarrays
Nearest centroid classifiers have recently been successfully employed in high-dimensional applications. A necessary step when… 
Review
2003
Review
2003
The effects of regional scientific opportunities in science-technology flows: Evidence from scientific literature cited in firms' patent data
From a spatial perspective, it is well known in the literature on innovation and technological change that scientific research… 
1999
1999
Data mining with self generating neuro-fuzzy classifiers
Self generating neural networks have been presented as a better alternative to fixed structure networks in data mining… 
1999
1999
Fuzzy nearest prototype classifier applied to speaker identitification
1981
1981
Selected Applications in Classifier Design
In this final chapter we consider several fuzzy algorithms that effect partitions of feature space ℝ p , enabling classification… 
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