Handling Rare Events and Class Imbalance in Predictive Modeling for Machine Failure Most supervised Machine Learning algorithms face difficulty when there is class imbalance in the training data i.e., amount of data belonging one class [...]
Data Driven Enterprise Join us for the Solix EMPOWER Conference 2016, a one day gathering of business leaders and big data experts, being held at Northeastern University – Silicon Valley in [...]
We all know about Netaji Subhas Chandra Bose’s famous speech for rousing the Indian masses for fighting for their freedom from the British Empire: “Give me Blood and I will [...]
Customer Churn Prediction with SVM using Scikit-Learn Support Vector Machine (SVM) is unique among the supervised machine learning algorithms in the sense that it focuses on training data points along the separating hyper planes. In [...]
Customer Lifetime Value, Present and Future Customer lifetime value for a business is the monetary value associated with relationship with a customer, although there have been attempts to include non monetary value associated with [...]
Today, Google announced further reduction in their Cloud service offerings through this blog posting. […]
Stop the Customer Separation Pain with Bayesian Classifier In my last post, we did some exploratory analytic for customer churn. We identified the parameters that have most influence on whether a customer account gets closed [...]
Explore Customer Churn with Cramer Index Classification problems involve predicting a response variable based on a set of feature variables for some entity. But there is another problem whose solution is a prerequisite [...]
