Univariate: A univariate analysis is a data analysis technique that considers only one variable at a time.
Definition of Statistics Statistics: Statistics is the practice of collecting, analyzing, and drawing conclusions from data.
Absolute Error is the difference between the predicted value and the actual value.
Definition of Dependent Variable A dependent variable (also called the response variable) is a variable whose value is determined by the value of one or more other variables (the independent variables). The dependent variable is usually the focus of a data analysis, since it is the quantity that is being measured or estimated. What is…
Definition of Scikit-learn Scikit-learn: Scikit-learn is a machine learning library for the Python programming language. It features a wide range of algorithms for data mining and machine learning, as well as API bindings for manipulating datasets and running models.
Cross Validation: Cross validation is a technique used in data science to improve the accuracy of predictions. It works by splitting the data into two sets, a training set and a testing set. The training set is …