(20 Marks) The following data in Table 1 are from a survey on some university students:

Here, the attributes types are- 1) Age and Income are Numeric, 2) Name is Nominal, 3) Dept. is Nominal with 6 possible options, 4) Gender is asymmetric binary with "M" having higher weight, 5) Residential status is symmetric binary, 6) Behavior is ordinal with 5 options. (Very poor

Find the dissimilarity matrix of nominal, binary, ordinal and numeric. Then the dissimilarity matrix of mixed attributes.

ID Name Age Gender Income Dept. Behavior Residential status Yes 3400 CSE Moderate 20F 23 M 21 M 5800 Poor 6000 CSE Good 2500 CSE Very Good