Table with 2 columns and 6 rows.
Data cleaningCleaning a dataset to remove incorrect/incomplete data.
One-hot encodingUsed to represent categorical variables as numerical values.
Train/test splitSplitting of a dataset into a portion to train a model on, and a portion to test the model on.
Single Factor Analysis (SFA)The process of determining the predictive ability of a factor on a target.
Goodness of fit metric (e.g., R squared)Metric determining how well the data fits a regression model.
Linear regressionModelling technique aiming to establish a linear relationship between a dependent variable and independent variable(s).