Abstract Machine Learning (ML) algorithms have been increasingly replacing people in
several application domains—in which the majority suffer from data imbalance. In order to …

There is often a significant class imbalance in credit scoring datasets, mainly in portfolios of
secured loans such as mortgage loans. A class imbalance occurs when the number of non …

Summer monsoon rainfall contributes more than 75% of the annual rainfall in India. For the
state of Maharashtra, India, this is more than 80% for almost all regions of the state. The high …

Breast Cancer is the second most leading cause of death among women. The early
detection of the disease increases the chances of survival of the patient. Therefore, there is …

Cerebral infarction is one of the causes of stroke in the brain and is included in ischemic
stroke. To detect infarction in the brain, classification in machine learning can be used. They …

Accepted: 13 March 2023 A blend of natural and artificial foreign objects can be used to
determine the rice quality. The agricultural industry, particularly rice plants, has …

Hepatitis is a medical condition defined by inflammation of the liver. It can be caused by
infection of the liver by hepatitis viruses or is of unknown aetiology. There are 5 main …

In the telecom sector, predicting customer churn has increased in importance in recent
years. Developing a robust and accurate churn prediction model takes time, but it is crucial …

In business environments where an organization offers contract-based periodic services to
its clients, one crucial task is to predict changes in revenues generated through different …

Cervical cancer is the second most common cancer in women worldwide, and occurs when
there are presences of abnormal cells in the cervix, which continue to grow uncontrollably. In …