unable to process
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i have a code
1 Input: Dataset with i continuous attribute, M examples and S target classes;
2 Begin
3 For each continuous attribute Ai
4 Find the maximum dn and the minimum d0 values of Ai;
5 Form a set of all distinct values of A in ascending order;
6 Initialize all possible interval boundaries B with the minimum and maximum
7 Calculate the midpoints of all the adjacent pairs in the set;
8 Set the initial discretization scheme as D: {[d0,dn]}and Globalcacc = 0;
9 Initialize k = 1;
10 For each inner boundary B which is not already in scheme D,
11 Add it into D;
12 Calculate the corresponding cacc value;
13 Pick up the scheme D’ with the highest cacc value;
14 If cacc > Globalcacc or k < S then
15 Replace D with D’;
16 Globalcacc = cacc;
17 k = k + 1;
18 Goto Line 10;
18 Else
19 D’ = D;
20 End If
21 Output the Discretization scheme D’ with k intervals for continuous attribute Ai;
22 End
I have completed till step 9
please help to complete my program .am struck here have no idea how to process
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