There are still many people who less concerned with environmental cleanliness, where this can lead to the accumulation of bad bacteria that cause disease. One them is Leptospirosis, a disease caused by bacterial infection, namely Leptospira strain. Leptospirosis laying in animals transmitted humans. This often ignored public due lack understanding about and high cost conducting examinations con...

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...