Dependent Variables.
Addressing Inconsistent Data and Irrelevant Features Inconsistent data refers to things like spelling errors in your data, column names that are not relevant to the data, the wrong data type, etc. Here are a couple examples for dealing with these issues. Inconsistent data, such as spelling errors