In this problem, you are asked to design a classification system for the five types of hardware items shown in the figure below:(a) The hardware items as they would appear on a conveyor belt(b) The items after separation into the five classes(c) 0.25-inch flat washers(d) 0.125-inch flat washers(e) Sheet metal screws(f) Machine screws(g) NutsHexWhat features will be useful for separating these five classes? Pick out the two most important features and assuming you have 10 samples of each class: (
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