Exam 9: Decision Aiding Predictive Systems: a Framework for Data Mining Machine Learning for Health Systems Management

If you were working to create software to predict outcomes in cases of bladder cancer, the prediction set output variable would be:

Approximately how many years ago was SVM introduced to the IT world?

Data cleaning adds outliers to datasets to serve as controls.

The "DM" in "CRISP-DM" stands for _________.

How is predictive analysis different from descriptive analysis? Illustrate your answers with examples from healthcare scenarios.

Bayesian Belief Networks have been used extensively in hospital IT.

Decision trees are rarely used in health IT.

Patterns occur frequently in datasets.

Early diagnosis of disease is important. State ways in which ML can be utilized for this purpose.