Know Thy Data – Get 3x Returns
Data is the modern day’s gold or oil (whatever your preference may be). But the only difference is that the more you spend on data, the more you get back! [...]
Handling Rare Events and Class Imbalance in Predictive Modeling for Machine Failure
Handling Rare Events and Class Imbalance in Predictive Modeling for Machine Failure Most supervised Machine Learning algorithms face difficulty when there is class imbalance in the training data i.e., amount of data belonging one class [...]