1. (100 points) A shopping center has a database with four transactions. TID Iliems-bought T100 A($1.4), A($1.45), B($950), B($950), C($1.2), C(S), D(S2), E(S1,000), F(S1,500) T200 A($1.4), B(S950), C($1.2), C($1.2), C(S1.2), D(S), E(S1,0000), E(S1,000), T300 A($1.45), B(S950), C($1.2), C($10.2), C($1.2), D(S), E(S1,000), E(S1,0000), 1400 ASI 4,BG950), (S 1.2), ESI 000). E($1,000),F($1,500, ll($2,500) 1(S3) 10 G(S2), H(S2,500), I(S3) FS1,500), G(S2), G(S2). H(S2,500) FS1,500), G(S2), G(S2), H(S2,5000) The shopping center's manger only needs top 5 most important strong association rules for future marketing to gain profits as much as possible. Please generate the top 5 most important strong association rules. Please define your own min support and min confidence, and show clear complete steps with necessary concise explanation. Please make your best effort to write a perfect solution