Measuring Classification Performance with Python and Scikit-Learn

classification performance python confusion matrix roc curve

Classification is a supervised machine learning problem in which the task is to predict the correct class labels (two or more) for a set of observations. An essential step in developing a classifier is to evaluate its performance. Only when we understand how well a model sorts observations into the … Read more

Classifying Purchase Intentions of Online Shoppers with Python

purchase intention prediction

Most online stores welcome countless visitors every day, but only a fraction of those visitors will make a purchase. Machine learning can predict whether online shoppers will buy something or browse around. This article will develop a classification model that predicts purchase intentions. Our model uses a Logistic Regression algorithm … Read more