Multiclass Classification Problem: What Type of Glass Is That?

outlier behavior

• One is that the problem is a classifi cation problem. There’s not necessarily any conti- nuity in relationship between attribute values and class membership—no reason to expect proximity of attribute values across classes.
• Another unique feature of the glass data is that it is somewhat unbalanced.