imbalanced data set
Imbalanced Data Set - Data Science with RiSi
While doing ML algorithms like linear Regression, logistic regression, etc. the algorithm uses one or more independent variables for predicting the dependent variable. The data set should be balanced to avoid predicting the results incorrectly. But it is not necessary that the data set is balanced all the time. In some cases like fraudulent data, cancer patient records, etc the data set may be imbalanced. Today we will discuss about how to clean an Imbalanced data set.