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Decision boundary

Known as: Decision surface, Decision surfaces 
In a statistical-classification problem with two classes, a decision boundary or decision surface is a hypersurface that partitions the underlying… 
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Related topics

Related topics

11 relations
Artificial neural networkBackpropagationGlossary of artificial intelligenceK-nearest neighbors algorithm

Broader (1)

Statistical classification

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
Constructing ECOC based on confusion matrix for multiclass learning problems
In the pattern recognition field, error-correcting output codes (ECOC) are a powerful tool to fuse any number of binary… 
2013
2013
Multiple Access and Data Reconstruction in Wireless Sensor Networks Based on Compressed Sensing
This paper considers the application of compressed sensing (CS) to a wireless sensor network for data measurement communication… 
Highly Cited
2011
Highly Cited
2011
Feature extraction and classification of EEG for automatic seizure detection
One of the many challenges in the automated detection of epileptic seizures is to draw a line of demarcation between seizure… 
Review
1996
Review
1996
Geometric Implications of the Naive Bayes Assumption
A Naive (or Idiot) Bayes network is a network with a single hypothesis node and several observations that are conditionally… 
Highly Cited
1995
Highly Cited
1995
Pattern classification with genetic algorithms
1995
1995
A classifier neural net with complex-valued weights and square-law nonlinearities
Highly Cited
1994
Highly Cited
1994
Classification of cervical cell nuclei using morphological segmentation and textural feature extraction
This paper presents preliminary results for the classification of Pap Smear cell nuclei, using gray level co-occurrence matrix… 
Highly Cited
1990
Highly Cited
1990
Automated design of linear tree classifiers
1988
1988
Phoneme Recognition: Neural Networks vs
neme recognition which is characterized by two important properties: 1.) Using a 3 layer arrangement of simple computing units… 
Highly Cited
1962
Highly Cited
1962
The Hypersphere in Pattern Recognition
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