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KLASIFIKASI GENRE NOVEL BERDASARKAN SINOPSIS DENGAN METODE RANDOM FOREST

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Penilaian

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This research is a system that can classify a text in the form of a synopsis of a novel into its genre group. Genre is the story style in a novel, there are many genres in the novel including the genres of history, horror, mystery, psychology, romance and others. Before the synopsis classification is carried out, it will go through a preprocessed text process and then take the weight value using the TF-IDF method, after that it will be classified using the Random Forest Classifer method. The results of the classification using Random Forest 50 trees have the greatest accuracy, namely 60.8% with precision, recall, f-1, history 66.1%, 78%, 71.56%, horror 46.15%, 48%, 47,06%, mystery 57.5%, 46%, 51.11%, psychology 66.04%, 70%, 67.96%, romance 67.39%, 62%, 64.58%.

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Availability

Inventory Code	Barcode	Call Number	Location	Status
2207000411	T64845	T648452022	Central Library (Referens)	Available but not for loan - Not for Loan

Detail Information

Series Title

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Call Number

T648452022

Publisher

Inderalaya : Jurusan Teknik Informatika, Fakultas Ilmu Komputer Universitas Sriwijaya., 2022

Collation

xv, 56 hlm.; ilus.; 29 cm

Language

Indonesia

ISBN/ISSN

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Classification

004.507

Content Type

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Media Type

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Carrier Type

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Edition

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Subject(s)

penyimpanan
Jurusan Teknik Informatika

Specific Detail Info

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Statement of Responsibility

SEPTA

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