THE HOTELLING S TWO-SAMPLE T2 ALGORITHM

Name: THE HOTELLING S TWO-SAMPLE T2 ALGORITHM
Brand: LAP Lambert Academic Publishing
SKU: 9783838326542
Price: 967 CZK
Availability: InStock

STATISTICAL CLASSIFIER: CASE STUDY OF THE HOTELLING S TWO-SAMPLE T2 ALGORITHM IN THE PRESENCE OF NOISE

Autor: Nurbek Saparkhojayev

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 5-8 dnů

967 Kč

Matching algorithms or classifiers determine if a previously enrolled instance matches an observed i...

Informace o knize

Autor

Nurbek Saparkhojayev

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2010

Stránek

EAN

9783838326542

Enbook ID

07085023

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

136

Rozměry

150 x 220 x 5

Kompletní popis

Matching algorithms or classifiers determine if a previously enrolled instance matches an observed instance based on some rules. They return a decision, which consists of three possible answers: match, non-match, and unclassified. A classifier assigns a class label to a sample and then checks the new instance with a sample one. Or, the classifier is trained with example instances so that it learns what class label should be applied to future unknown instances. Classifiers are based on statistical, probabilistic, and decision rules. In applying classifiers, the most important issue is finding the matching rates. Two important rates are the false acceptance rate (FAR) and the false rejection rate (FRR). In this work, we determine the FAR and FRR for the Hotelling s two-sample T2 algorithm applied to the application of matching electronic fingerprints of radio frequency identification (RFID) tags in the presence of simulated noise. The algorithm is found to be a robust classifier for this application.

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THE HOTELLING S TWO-SAMPLE T2 ALGORITHM

STATISTICAL CLASSIFIER: CASE STUDY OF THE HOTELLING S TWO-SAMPLE T2 ALGORITHM IN THE PRESENCE OF NOISE

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také