Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Fuzzy Constraints Linear Discriminant Analysis   In this paper we introduce a fuzzy constraint linear discriminant analysis
(FC-LDA). The FC-LDA tries to minimize misclassification error based on
modified perceptron criterion that benefits handling the uncertainty near the
decision boundary by means of a fuzzy linear programming approach with fuzzy
resources. The method proposed has low computational complexity because of its
linear characteristics and the ability to deal with noisy data with different
degrees of tolerance. Obtained results verify the success of the algorithm when
dealing with different problems. Comparing FC-LDA and LDA shows superiority in
classification task.

29
The categories of this paper are: funct-an
14
The categories of this paper are: math-ph
5
The categories of this paper are: gr-qc
22
The categories of this paper are: chao-dyn
18
The categories of this paper are: econ
9
The categories of this paper are: nlin
24
The categories of this paper are: dg-ga
37
The categories of this paper are: supr-con
35
The categories of this paper are: mtrl-th
26
The categories of this paper are: bayes-an
32
The categories of this paper are: atom-ph
8
The categories of this paper are: hep-ex
13
The categories of this paper are: quant-ph
16
The categories of this paper are: stat
4
The categories of this paper are: cond-mat
0
The categories of this paper are: hep-ph