Elektrotehničko i računarsko inženjerstvo
God. 36 Br. 09 (2021): Zbornik radova Fakulteta tehničkih nauka
AUTOMATIZACIJA PROCESA ANALIZE PODATAKA I OBUČAVANJA MODELA ZA PREDIKCIJU STOPE SAMOUBISTAVA
Apstrakt
U okviru ovog rada opisani su softverski moduli kreirani TDD procesom razvoja, poštujući SOLID principe. Oni su namenjeni automatizaciji odredjenih koraka ka kreiranju kvalitetnog prediktivnog modela kako bi se rešio problem predikcije stope samoubistava po državama.
Reference
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[3] https://en.wikipedia.org/wiki/SOLID (pristupljeno u maju 2021.)
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[8] https://medium.com/swlh/decision-tree-regression-and-its-mathematical-implementation-58c6e9c5e88e (pristupljeno u maju 2021.)
[9] Seber, G. A., & Lee, A. J. (2012). Linear regression analysis (Vol. 329). John Wiley & Sons.
[10]http://www.imm.dtu.dk/~perbb/MAS/ST116/module0 3/module.pdf (pristupljeno u maju 2021.)
[11] https://towardsdatascience.com/from-linear-regression-to-ridge-regression-the-lasso-and-the-elastic-net-4eaecaf5f7e6 (pristupljeno u maju 2021.)
[12] https://www.youtube.com/watch?v=OtD8wVaFm6E (pristupljeno u maju 2021.)
[13] https://medium.com/@erika.dauria/looking-at-r-squared-721252709098 (pristupljeno u maju 2021.)