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Dian Margi Santoso

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Open access Aug 2026

Prediksi Risiko Depresi Pada Remaja Berdasarkan Frekuensi Penggunaan Media Sosial Yang Tinggi Menggunakan SMOTE dan Algoritma Naive Bayes

The naïve bayes algorithm is capable of providing excellent classification performance in prediction the risk of depression in adolescents, and the application of SMOTE successfully balanced the class distribution in the training data, but did not provide a significant performance improvement compared to the model with...

Dian Margi Santoso, Ulfa Kusnia, Arif Faizin · 0 citations

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