Regression algorithms
Regression algorithms are powerful tools that help us make sense of complex data by predicting continuous numeric values based on various inputs. Whether in finance, healthcare, or environmental scien...
Mean absolute percentage error (MAPE)
Mean absolute percentage error (MAPE) is a crucial metric in the realm of data analysis, particularly for those engaged in forecasting. It allows analysts to quantify how well a prediction model perfo...
Binary classification
Binary classification plays a pivotal role in the world of machine learning, allowing for the division of data into two distinct categories. This binary decision-making capability is at the heart of n...
