Volha PuzikavaTime Series Forecasting. What Evaluation Metric to Use?Time series forecasting implies prediction of future values based on historical data. Examples of time series include forecasting of…Sep 12, 2022Sep 12, 2022
Volha PuzikavaSMOTE vs SMOTE-NC in Imbalanced DatasetsImbalanced datasets are a usual phenomenon in the multiple fields and sectors of data science (ex.: fraud detection, spam detection, churn…Jun 27, 2022Jun 27, 2022
Volha PuzikavaChallenges Categorical Variables Bring into Linear Regression Models.Linear regression model describes the linear relation between the dependent or target variable and one or more independent variables or…May 1, 2022May 1, 2022