Ways to deal with class imbalance in a classification problem
What is class imbalance? A dataset is said to have class imbalance problem if there is a huge difference between the number of observations of each class. For example a classification problem of finding fraudulent transactions will have very few fraudulent transactions compared non fraudulent transactions Why is it a problem? Because machine learning algorithms […]
Disaster Relief with the advent of Artificial Intelligence
Natural disasters and man-made disasters are part and parcel of our everyday life. The year 2020 has portrayed the severity and damage that disasters can bring around globally. Disaster Relief Management has geared up to the next level, owing to the intervention from the world of artificial intelligence. Several organizations like Quatar Computing Research Institute (QCRI) […]