Modern Scala Projects

Fraud detection dataset at a glance

Download the dataset from the ModernScalaProjects_Code download folder.

Here is what the dataset looks like:

The dataset that our fraud detection system is built on

The Gaussian Distribution function is the basis for our algorithm.So, is the F1 score important? Yes. The F1 score cannot be ignored (in the case of a balanced class situation, the F1 score is not necessarily important). It is the measure of an ML binary classification's process accuracy.

There is an F1 score for each class (one for fraudulent and the other for non-fraudulent). Therefore, if we want to compute the F1 score, we need to ensure ...