Question: Consider the traffic accident data set shown in Table 7.1. (a) Show a binarized version of the data set. (b) What is the maximum width

Consider the traffic accident data set shown in Table 7.1.
(a) Show a binarized version of the data set.
(b) What is the maximum width of each transaction in the binarized data?
(c) Assuming that support threshold is 30%, how many candidate and frequent itemsets will be generated?
Table 7.2. Traffic accident data set

(d) Create a data set that contains only the following asymmetric binary attributes: (Weather = Bad, Driver's condition = Alcohol-impaired, Traffic violation = Yes, Seat Belt = No, Crash Severity = Major). For Traffic violation, only None has a value of 0. The rest of the attribute values are assigned to 1. Assuming that support threshold is 30%, how many candidate and frequent itemsets will be generated?
(e) Compare the number of candidate and frequent itemsets generated in parts (c) and (d).

011001000001 el Y 0 1 1 1 0 1 1 1 0 0 1 1 el-i 0 0 0 1 0 0 0 1 1 0 0 1-0 0 0 0 1 0 0 1 0 1 0 0 0001001000001 010000101000 100100000010 011110010101 100001101010 010010100101 101101011010

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