Tag: Binomial

Bernoulli random variable (RV) is one of the most basic discreet random variable. I intent to recall this RV along with the Binomial Random Variable (RV). I assume that you already know what a discreet random variable (RV) is. Let us begin! Bernoulli RV A Bernoulli RV is either 0 or 1. It ...

In the realm of machine learning, achieving accurate and reliable results often hinges on the quality of the dataset being used. One common challenge that arises in binary classification tasks is unequal data distribution bias. When one class significantly outnumbers the other, the model tends to fa...