Enhancement to Selective Incremental Approach for Transductive Nearest Neighbour Classification

Reddy, E. Madhusudhana

44,99 €

ISBN: 9783656342502

Breite: 14,8 cm

Höhe: 21 cm

Gewicht: 213 g

Produktinformationen "Enhancement to Selective Incremental Approach for Transductive Nearest Neighbour Classification"

Master's Thesis from the year 2012 in the subject Computer Science - Didactics, , course: COMPUTER SCIENCE & ENGINEERING, language: English, abstract: During the last years, semi-supervised learning has emerged as an exciting new direction in machine learning research. It is closely related to profound issues of how to do inference from data, as witnessed by its overlap with transductive inference. Semi-Supervised learning is the half-way between Supervised and Unsupervised Learning. In this majority of the patterns are unlabelled, they are present in Test set and knowed labeled patterns are present in Training set. Using these training set, we assign the labels for test set. Here our Proposed method is using Nearest Neighbour Classifier for Semi-Supervised learning we can label the unlabelled patterns using the labeled patterns and then compare these method with the traditionally Existing methods as graph mincut, spectral graph partisan, ID3,Nearest Neighbour Classifier and we are going to prove our Proposed method is more scalable than the Existing methods and reduce time complexity of SITNNC(Selective Incremental Approach for Transductive Nearest Neighbour Classifier) using Leaders Algorithm.

Eigenschaften "Enhancement to Selective Incremental Approach for Transductive Nearest Neighbour Classification"

Format:	Taschenbuch / Softcover
Thema/BIC:	Schreibwaren
Verlag:	GRIN Verlag

0 von 0 Bewertungen

Bewerten Sie dieses Produkt!

Teilen Sie Ihre Erfahrungen mit anderen Kunden.

Anmelden

Ihre E-Mail-Adresse

Ihr Passwort

Bewertungen nur in der aktuellen Sprache anzeigen.

Keine Bewertungen gefunden. Teilen Sie Ihre Erfahrungen mit anderen.

EU Gewährleistungssiegel

Die EU führt ein verpflichtendes, einheitliches EU-Label zur Information über die gesetzliche Gewährleistung ein, ergänzt durch ein Garantielabel, sofern eine freiwillige Herstellergarantie besteht.

Ziel der neuen Regelung ist es, Verbraucherrechte transparenter darzustellen und europaweit einheitliche Informationsstandards zu schaffen. Verbraucher sollen auf einen Blick erkennen können, welche gesetzlichen Mindeststandards gelten, unabhängig davon, in welchem Land oder bei welchem Händler sie einkaufen.

EU Warranty Label

The European Union is introducing a mandatory, standardized EU label to provide information about consumers’ statutory warranty rights. This will be complemented by a guarantee label where a voluntary manufacturer’s guarantee is offered.

The purpose of this new regulation is to make consumer rights more transparent and to establish consistent information standards across the European Union. Consumers should be able to see at a glance which statutory minimum protections apply, regardless of the country or retailer from which they make a purchase.