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As a tool in the identification of such an under diagnosed condition, the SHIM: IIEF-5 is a crucial part of the Outcomes Research Tools and marketing programs for Viagra.
The next step after selecting the questions was to develop a scoring system that would be easy to administer. Cappelleri wanted to determine a cut-off point in which men scoring at that point or lower on the SHIM: IIEF-5 could be classified as having ED, while men scoring higher could be classified as having normal erectile functionality. Cappelleri then used CART to develop a scoring system to determine an objective SHIM: IIEF-5 score that gave a high level of sensitivity (high probability of correctly identifying ED) and specificity (high probably of correctly identifying men without ED).This document presents a collection of successful implementations of Data/Text Mining.