Support Vector Machine [support vector machine]

topical
45
Terms

algoritmy nosných vektorů
algoritmy podpůrných vektorů
metoda podpůrných vektorů
SVM
technika podpůrných vektorů

 

Support Vector Network

Persistent link   https://www.medvik.cz/link/D060388
Definition

SUPERVISED MACHINE LEARNING algorithm which learns to assign labels to objects from a set of training examples. Examples are learning to recognize fraudulent credit card activity by examining hundreds or thousands of fraudulent and non-fraudulent credit card activity, or learning to make disease diagnosis or prognosis based on automatic classification of microarray gene expression profiles drawn from hundreds or thousands of samples.

DUI
D060388 MeSH Browser
CUI
M000606098
Previous indexing
Pattern Recognition, Automated (1998-2011)
History note
2012
Public note
2012

Allowable subheadings

CL
classification 0
EC
economics 0
ES
ethics 0
HI
history 0
LJ
legislation & jurisprudence 0
ST
standards 0
SN
statistics & numerical data 0
SD
supply & distribution 0
TD
trends 0

G Phenomena and Processes
G17 Mathematical Concepts 66
G17.035 Algorithms 2 697
G17.035.250 Artificial Intelligence 390
G17.035.250.500 Machine Learning 148
G17.035.250.500.500 Supervised Machine Learning 12
G17.035.250.500.500.250 Multiple-Instance Learning Algorithms
G17.035.250.500.500.500 Support Vector Machine 45
G17.035.485 Classification Algorithms
G17.035.485.250 Random Forest
G17.035.485.500 Support Vector Machine 45

L Information Science
L01 Information Science 166
L01.224 Computing Methodologies 159
L01.224.050 Algorithms 2 697
L01.224.050.375 Artificial Intelligence 390
L01.224.050.375.530 Machine Learning 148
L01.224.050.375.530.500 Supervised Machine Learning 12
L01.224.050.375.530.500.250 Multiple-Instance Learning Algorithms
L01.224.050.375.530.500.500 Support Vector Machine 45
L01.224.050.570 Classification Algorithms
L01.224.050.570.250 Random Forest
L01.224.050.570.500 Support Vector Machine 45

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