Logistic regression can be mapped equivalent to artificial neural network (ANN) without hidden layer with logistic as activation function, hence logistic regression is subset of ANN. The result study on binary and poly-chotomous response data show that parameter estimation values of ANN and logistic regression are similar. In comparison with ANN, logistic regression has standard procedure for estimation and testing parameter.Keyword : logistic regression, generalized linear model, artificial neural network, activation function, hidden layer
| Published by | Universitas Negeri Yogyakarta |
| Journal Name | Pythagoras : Jurnal Pendidikan Matematika |
| Contact Phone | - |
| Contact Name | - |
| Contact Email | - |
| Location | Kab. sleman, Daerah istimewa yogyakarta INDONESIA |
| Website | pythagoras| https://journal.uny.ac.id/index.php/pythagoras| |
| ISSN | ISSN : 19784538, EISSN : 2527421X, DOI : 10.21831, |
| Core Subject | Education, |
| Meta Subject | Education, Mathematics, |
| Meta Desc | |
| Penulis | Djuraidah, Anik |
| Publisher Article | Department of Mathematics Education, Faculty of Mathematics and Natural Sciences, UNY |
| Subtitle Article | Pythagoras: Jurnal Pendidikan Matematika Vol 3, No 1: Juni 2007 |
| Scholar Google | http://scholar.google.com/scholar?q=%2Bintitle%3A&… |
| View Article | https://journal.uny.ac.id/inde… |
| DOI | https://doi.org/10.21831/pg.v3i1.64… |
| DOI Number | DOI: 10.21831/pg.v3i1.642 |
| Download Article [1] | https://journal.uny.ac.id/index.php/pyth… |
| Download Article [2] | http://download.garuda.ristekdikti.go.id… |
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