The Fisher's Linear Discriminant

被引：0
|
作者：
Iatan, Iuliana F. [1 ]
机构：
[1] Tech Univ Civil Engn Bucharest, Dept Math & Comp Sci, Bucharest, Romania
来源：
COMBINING SOFT COMPUTING AND STATISTICAL METHODS IN DATA ANALYSIS | 2010年 / 77卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper we have chosen a proper vector b in order to prove that the MSE discriminant function a(t)Y is directly related to Fisher's linear discriminant. The Fisher's criterion is in the range of techniques for performing linear discrimination in the two class case. The Fisher's linear discriminant is a criterion function that involves all of the samples, while the perceptron criterion function is focussed on the misclassified samples.
引用
收藏
页码：345 / 352
页数：8
相关论文
共 50 条
  • [41] Incremental Fisher linear discriminant based on data denoising
    Wang, Zhan
    Liang, Ting
    Zou, Bin
    Cai, Yaling
    Xu, Jie
    You, Xinge
    KNOWLEDGE-BASED SYSTEMS, 2022, 237
  • [42] A tight bound on the performance of Fisher's linear discriminant in randomly projected data spaces
    Durrant, Robert John
    Kaban, Ata
    PATTERN RECOGNITION LETTERS, 2012, 33 (07) : 911 - 919
  • [43] A Weighted K-means Algorithm Based on the Fisher's Linear Discriminant Ratio
    Yong, Jian-Ping
    Shen, Xiang-Jun
    Xue, Yan-Feng
    Yang, He-Biao
    PROCEEDINGS OF THE NINTH INTERNATIONAL CONFERENCE ON INFORMATION AND MANAGEMENT SCIENCES, 2010, 9 : 452 - 456
  • [44] On the relationship between the Support Vector Machine for classification and sparsified Fisher's Linear Discriminant
    Shashua, A
    NEURAL PROCESSING LETTERS, 1999, 9 (02) : 129 - 139
  • [45] On the Relationship Between the Support Vector Machine for Classification and Sparsified Fisher's Linear Discriminant
    Amnon Shashua
    Neural Processing Letters, 1999, 9 : 129 - 139
  • [46] Modified Fisher's linear discriminant analysis for hyperspectral image dimension reduction and classification
    Du, Qian
    Chemical and Biological Sensors for Industrial and Environmental Monitoring II, 2006, 6378 : U334 - U341
  • [47] Fault Diagnosis Method of Machinery Based on Fisher's Linear Discriminant and Possibility Theory
    Jiang, Weijuan
    Li, Zhongxing
    Li, Ke
    Xue, Hongtao
    Chen, Peng
    INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, ICIC 2012, 2012, 7390 : 350 - 357
  • [48] A validity measure for hard and fuzzy clustering derived from Fisher's Linear Discriminant
    de Franco, CR
    Vidal, LS
    Cruz, AJDO
    PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2, 2002, : 1493 - 1498
  • [49] A co-training algorithm based on modified Fisher's linear discriminant analysis
    Tan, Xue-Min
    Chen, Min-You
    Gan, John Q.
    INTELLIGENT DATA ANALYSIS, 2015, 19 (02) : 279 - 292
  • [50] Fisher's Discriminant with Natural Image Priors
    Yang, Yao-Hsiang
    Chen, Lu-Hung
    Chen, Chu-Song
    Wang, Chieh-Chih
    2014 22ND INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2014, : 4305 - 4309
12345