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4. The following data in Table 1 are from a survey on some IUTians: Table 1: Survey Data ID Name Age Gender Residential status Income
4. The following data in Table 1 are from a survey on some IUTians: Table 1: Survey Data ID Name Age Gender Residential status Income Dept. X1X1 20 F Yes CSE | 2 X2X2 23 M No 5800 3 X3X3T21 TM Yes 6000 CSE 4 X1X1 25M . No 2500 CSE 3400 Behavior Moderate Poor Good Very Good Here, the attributes types are- Age and Income are Numeric, Name is Nominal, Dept. is Nominal with 6 possible options, Gender is asymmetric binary with "M" having higher weight. Residential status is symmetric binary, Behavior is ordinal with 5 options. (Ve lry poor Poor Moderates Good
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