Jezik: | Slovenski jezik |
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Leto izida: | 2010 |
Izvor: | Maribor |
Tipologija: | 2.11 - Diplomsko delo |
Organizacija: | UM FERI - Fakulteta za elektrotehniko, računalništvo in informatiko |
Založnik: | [I. Čuček] |
UDK: | 004.9:519.22(043.2) |
COBISS: | 14980118 |
Št. ogledov: | 1576 |
Št. prenosov: | 153 |
Ocena: | 0 (0 glasov) |
Metapodatki: |
Sekundarni jezik: | Angleški jezik |
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Sekundarni naslov: | Electronic mail filtering using the Bayes classifier |
Sekundarni povzetek: | In this diploma work we present the implementation of naive Bayes classifier for automatic classification of electronic mail into a user-defined categories. The classifier is implemented as a plug-in for Microsoft Outlook mail client that is trained with a set of training examples and later during the operation by correcting wrong classifications. In the introduction we present probabilistic reasoning and classification as a machine learning algorithm, followed by the description of the used technology named VSTO. In the last part of diploma work we present the structure of the implemented classifier and the test results of its effectiveness with various sizes of learning sets. |
Sekundarne ključne besede: | probabilistic reasoning;naive Bayes classifier;classification; |
URN: | URN:SI:UM: |
Vrsta dela (COBISS): | Diplomsko delo |
Komentar na gradivo: | Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko |
Strani: | 41 f. |
Ključne besede (UDK): | science and knowledge;organization;computer science;information;documentation;librarianship;institutions;publications;znanost in znanje;organizacije;informacije;dokumentacija;bibliotekarstvo;institucije;publikacije;prolegomena;fundamentals of knowledge and culture;propaedeutics;prolegomena;splošne osnove znanosti in kulture;computer science and technology;computing;data processing;računalniška znanost in tehnologija;računalništvo;obdelava podatkov;application-oriented computer-based techniques;računalniške tehnike za namensko rabo;aplikativno usmerjene računalniško podprte tehnike;mathematics;natural sciences;naravoslovne vede;matematika;mathematics;matematika;probability;mathematical statistics;verjetnost;matematična statistika; |
ID: | 998350 |