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 [...]
Your organization depends on ready access to its information resources. That’s probably part of the reason you decided to adopt cloud solutions, such as Amazon Web Services: Not only are [...]
Chatbots are eating into our the world……. […]
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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 [...]
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 [...]
Machine Learning is seeing its day – every business in every domain is coming up with ways and means of incorporating Data Sciences for delivering business results. Answering the demands of [...]
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 [...]
