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Penerapan Data Mining Algoritma C4.5 Terhadap Prediksi Faktor Menurunnya Hasil Panen Padi


Dedi Suhendro, S.E., M.Si, (2022) Penerapan Data Mining Algoritma C4.5 Terhadap Prediksi Faktor Menurunnya Hasil Panen Padi, Jurnal Penelitian ,STIKOM Tunas Bangsa
Jurnal Penelitian
Dedi Suhendro, S.E., M.Si, | pdf
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Abstrak
The aim of the study was to predict the factors causing the decline in rice yields. By knowing the
factors of declining rice yields, business owners can further evaluate the causes of declining rice yields
and then look for solutions on how to overcome them. The method used in this study is the C4.5
Algorithm, the source of the data used is primary data obtained by direct interviews with rice mill
owners and farmers in Siborna Village, Kec. Panei Kab. Simalungun Prov. North Sumatra. The
variables used include (1) Pests, (2) Rice Grains, (3) Leaf Color, (4) Planting Month and (5) Planting
Method. The results obtained 8 rules for the classification of factors causing the decline in rice yields
with 3 increasing decision rules and 5 decreasing decision rules with an accuracy rate of 93.33%. It
can be concluded that the predictor of the decline in rice yields is based on the connectedness of the
Attributes of Planting Month, Pests, Rice Grains, Leaf Color and Planting Methods