Mathematical Problems in Engineering

Research Article

Risk Factors Discovery for Cancer Survivability Analysis Using Graph-Rule Mining

Table 6

List of selected rules from the proposed algorithm, showing the top 15 rules from five clusters.
IndexRuleSupportConfidence
0(SEQ_NUM(0), HISTREC(9), RADIATN(0))  (SEX(2), NUMPRIMS(1), ORIGIN(0))0.4280.942
0(NUMPRIMS(1), HISTREC(9), RADIATN(0))  (SEX(2), SEQ_NUM(0), ORIGIN(0))0.4280.938
0(NUMPRIMS(1), RADIATN(0))  (SEX(2), ORIGIN(0))0.5090.944
1(NUMPRIMS(1), HISTREC(9), ORIGIN(0))  (SEX(2), SEQ_NUM(0))0.6950.987
1(SEX(2), SEQ_NUM(0), HISTREC(9))  (NUMPRIMS(1), ORIGIN(0))0.6950.947
1(SEX(2), NUMPRIMS(1), HISTREC(9))  (ORIGIN(0))0.6990.948
2(NUMPRIMS(1), HISTREC(9))  (SEX(2), SEQ_NUM(0))0.7330.987
2(NUMPRIMS(1), HISTREC(9))  (SEX(2))0.7370.993
2(NUMPRIMS(1))  (SEX(2), SEQ_NUM(0))0.8600.987
3(SEQ_NUM(0), ORIGIN(0))  (SEX(2), NUMPRIMS(1))0.8160.991
3(NUMPRIMS(1), ORIGIN(0))  (SEX(2), SEQ_NUM(0))0.8160.987
3(SRV(60))  (ORIGIN(0))0.5740.948
4(SRV(60))  (SEX(2), ORIGIN(0))0.5690.940
4(HISTREC(9), ORIGIN(0))  (SEX(2))0.8070.993
4(RADIATN(0))  (SEX(2))0.6160.993