PENERAPAN METODE FUZZY DECISION TREE UNTUK KLASIFIKASI KUALITAS UDARA DKI JAKARTA

FAJARYANTI, NOVI and Resti, Yulia and Kresnawati, Endang Sri (2023) PENERAPAN METODE FUZZY DECISION TREE UNTUK KLASIFIKASI KUALITAS UDARA DKI JAKARTA. Undergraduate thesis, Sriwijaya University.

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Abstract

Polluted air is one of the factors causing environmental damage caused by human activities, and humans also feel the adverse effects of air pollution. DKI Jakarta is one of the provinsi with industry and a large population so that the level of air pollution is getting higher. Calcification of air quality is useful because air quality affects health and causes many diseases. Air quality can be known through air quality measurements carried out by the DKI Jakarta Provincial Environment Office. This study aims to classify DKI Jakarta's air quality in 2017-2021 using the Fuzzy Decision Tree method. The data used were air quality secondary data as much as 1825 data consisting of 5 predictor variables including PM_10, SO_2, CO, O_3 and NO_2. The classification results show that DKI Jakarta air quality using the Fuzzy Decision Tree method has an Accuracy value of 90.68%, Precision of 64.14%, Recall of 89.68%, and Fscore of 66.0.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	DKI Jakarta, Fuzzy Decision Tree, Kualitas Udara
Subjects:	Q Science > QA Mathematics > QA273-280 Probabilities. Mathematical statistics > QA279.C663 Response surfaces (Statistics)
Divisions:	08-Faculty of Mathematics and Natural Science > 44201-Mathematics (S1)
Depositing User:	Novi Fajaryanti
Date Deposited:	07 Sep 2023 07:21
Last Modified:	07 Sep 2023 07:21
URI:	http://repository.unsri.ac.id/id/eprint/128376

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