Data Mining: Practical Machine Learning Tools and Techniques, Second Edition

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10.2 EXPLORING THE EXPLORER 383


10.3(b) but with only three attributes,humidity, windy,and play. At this point
the fourth button in the row near the top becomes active.Undoreverses the fil-
tering operation and restores the original dataset, which is useful when you
experiment with different filters.
The first attribute,humidity,is selected and a summary of its values appears
on the right. As a numeric attribute, the minimum and maximum values, mean,
and standard deviation are shown. Below is a histogram that shows the distri-


(a)


(c)


(b)

Figure 10.8Choosing a filter: (a) the filtersmenu, (b) an object editor, and (c) more
information (click More).

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