Structured support vector machine for multi-label classification (Record no. 4891)

MARC details
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fixed length control field 01193nam a22002057a 4500
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control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220107122807.0
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fixed length control field 151120b xxu||||| |||| 00| 0 eng d
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Transcribing agency
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Personal name Jincy B Chrystal ( 935140068 )
9 (RLIN) 8111
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Title Structured support vector machine for multi-label classification
500 ## - GENERAL NOTE
General note Mini Project Report, Mphill CS
502 ## - DISSERTATION NOTE
Degree type Mphill. Computer Science
Name of granting institution 2014-2015
Year degree granted INT
-- Asharaf S
520 ## - SUMMARY, ETC.
Summary, etc. <br/>Multi label classification problem deals with the classification problems in which each input instance can be associated with one or more class labels. During the past decade, significant amount of progresses have been made towards this emerging paradigm. This work aims to propose an approach of multi-label classification using Structured SVM, which is an optimized learning algorithm for complex and structured outputs. The work also analyses the performance of the system by analyzing the accuracy, precision and performance of the system.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element COMPUTING METHODOLOGIES
9 (RLIN) 8112
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Topical term or geographic name entry element MACHINE LEARNING
9 (RLIN) 8113
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Topical term or geographic name entry element MACHINE LEARNING APPROACHES
9 (RLIN) 8114
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Topical term or geographic name entry element LOGICAL AND RELATIONAL LEARNING
9 (RLIN) 8115
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
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Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Total Checkouts Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     IIITM-K Kerala University of Digital Sciences, Innovation and Technology Knowledge Centre 20/11/2015   R-612 20/11/2015 20/11/2015 Project Reports