Companies, large and small are using
Xurmo to improve decision making and
create long-term impact. But across all
industries, decision makers face the kind of
problems that machine learning excels at
solving. Problems like churn, fraud and
predictive analysis.
HEALTH CARE
BUSINESS CHALLENGE
A Global Pharmaceutical company wanted to analyse publically available information to gain insights about how their drugs were being accepted.
XURMO SOLUTION
Using Xurmo's HTML connector they were able to extract comments about a particular drug from different Internet forums. As a comment could possibly belong to more than one category of information, they split the comments into sentences. They then built a model that predicted whether a sentence belonged to one of four categories using the Classification Module of Xurmo. They also used Xurmo's proprietary Sentiment model to classify each sentence into a particular sentiment. This enhanced data set was then fed into an application that could show comments broken down by drug, category and sentiment.
