Abstract There is increasing awareness of the need to protect individual privacy in training data used develop machine learning models. Differential Privacy a strong concept protecting individuals. Naïve Bayes popular algorithm, as baseline for many tasks. In this work, we have provided differentially private classifier that adds noise proportional smooth sensitivity its parameters. We compare ...

Diabetes can be defined as a chronic disease identified by high levels of blood glucose that result from issues in the way insulin is generated, works, or both those reasons. The aim this research to propose technique using Decision Tree (ID3) and Naive Bayes categorize diabetes reduce classification errors increasing accuracy classification. results proposed method were evaluated comparing the...

Tujuan dari penelitian ini untuk memberikan rekomendasi pemilihan program studi kepada calon mahasiswa yang akan masuk ke Institut Teknologi Garut (ITG). Hasil informasi sesuai dengan nilai akademik tersebut. Untuk mencapai tujuan tersebut menggunakan Algoritma Naïve Bayes memprediksi peluang masa depan berdasarkan data pada lalu, selanjutnya mendapatkan hasil yaitu cara mencari probabilitas te...