PERBANDINGAN KETEPATAN KLASIFIKASI ANTARA METODE REGRESI LOGISTIK DAN KLASIFIKASI POHON PADA KASUS PROGRAM WAJARDIKDAS 9 TAHUN

  • Andhita Dessy Wulansari STAIN Ponorogo
https://doi.org/10.21154/cendekia.v10i1.402
Abstract views: 317 , PDF (Bahasa Indonesia) downloads: 187

Abstract

Abstract: Wajardikdas 9 years is a compulsory government program that requires the Indonesian people to get a formal education certificate minimally at junior high school level/equivalent. In order to succeed the program, the availability of information relating to the classification of rural/village is absolutely important. Due to this information,
the regency/city government can more easily prioritize which rural/village that needs a special attention. There are at least two statistical methods: 1) binary logistic regression
and 2) logistic regression. This study compared the results of the classification accuracy between the logistic regression method and tree classification to get a more precise technique used in classifying the rural/village in case of 9 years Wajardikdas program. By using the data testing, it showed that the classification accuracy produced by the method of tree classification was higher than that of logistic regression. Therefore, it could be concluded that tree classification was more effective method to use. This was because the factors that affected the success of Wajardikdas 9 years like the ratio of student/teacher and student/school had been known.

PlumX Metrics

Published
2012-06-01
Issue
Vol. 10 No. 1 (2012)
Section
Articles

Copyright (c) 2012 Cendekia: Journal of Education and Social

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Copyright & License

Please find the rights and licenses in Cendekia: Jurnal Kependidikan dan Kemasyarakatan. By submitting the article/manuscript, the author(s) agree with this policy. No specific document sign-off is required.

1. License

The non-commercial use of the article will be governed by the Creative Commons Attribution license as currently displayed on the Creative Commons Attribution-NonCommercial 4.0 International License. 

2. Author(s)' Warranties

The author warrants that the article is original, written by the stated author(s), has not been published before, contains no unlawful statements, does not infringe the rights of others, is subject to copyright that is vested exclusively in the author and free of any third party rights, and that any necessary written permissions to quote from other sources have been obtained by the author(s).

3. User/Public Rights

The spirit of Cendekia: Jurnal Kependidikan dan Kemasyarakatan is to disseminate articles published as free as possible. Under the Creative Commons license, Cendekia: Jurnal Kependidikan dan Kemasyarakatan permits users to copy, distribute, display, and perform the work for non-commercial purposes. Users will also need to attribute authors and Cendekia: Jurnal Kependidikan dan Kemasyarakatan on distributing works in the journal and other media of publications. Unless otherwise stated, the authors are public entities as soon as their articles got published. 

4. Rights of Authors

Authors retain all their rights to the published works, such as (but not limited to) the following rights;

  • Copyright and other proprietary rights relating to the article, such as patent rights,
  • The right to use the substance of the article in own future works, including lectures and books,
  • The right to reproduce the article for own purposes,
  • The right to self-archive the article,
  • The right to enter into separate, additional contractual arrangements for the non-exclusive distribution of the article's published version (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal (Cendekia: Jurnal Kependidikan dan Kemasyarakatan).

5. Co-Authorship

If the article was jointly prepared by more than one author, any author submitting the manuscript warrants that he/she has been authorized by all co-authors to be agreed on this copyright and license notice (agreement) on their behalf and agrees to inform his/her co-authors of the terms of this policy. Cendekia: Jurnal Kependidikan dan Kemasyarakatan will not be held liable for anything arising due to the author(s) internal dispute. Cendekia: Jurnal Kependidikan dan Kemasyarakatan will only communicate with the corresponding author.

6. Royalties

Being an open accessed journal and disseminating articles for free under the Creative Commons license term mentioned, the author(s) are aware that Cendekia: Jurnal Kependidikan dan Kemasyarakatan entitles the author(s) to no royalties or other fees. 

7. Miscellaneous

Cendekia: Jurnal Kependidikan dan Kemasyarakatan will publish the article (or have it published) in the journal if the article's editorial process is completed. The editors of Cendekia: Jurnal Kependidikan dan Kemasyarakatan may modify the paper to a style of punctuation, spelling, capitalization, referencing, and usage that deems appropriate. The author acknowledges that the article may be published so that it will be publicly accessible, and such access will be free of charge for the readers, as mentioned in point 3.