EPS Including Extraordinary Items is earnings per share including all expenses, including those deemed extraordinary.
This field is provided by CompuStat. It is calculated with net income, including all expenses and extraordinary items, and using fully diluted shares.
The most common source of extraordinary items in recent accounting is discontinued operations.