Mathematical Problems in Engineering

Research Article

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

Table 9

Results from traditional rule summarization techniques, using the RPGlobal method.
Rule from RPGlobalSupportConfidence
(RADIATN(0), LATERAL(2), SEQ_NUM(0), SRV(60), ORIGIN(0), HISTREC(9), NUMPRIMS(1))  (SEX(2))0.1350.993
(SEX(2), RADIATN(0), LATERAL(2), SRV(60), ORIGIN(0), HISTREC(9), NUMPRIMS(1))  (SEQ_NUM(0))0.1350.998
(RADIATN(1), MAR_STAT(2), SEQ_NUM(0), ORIGIN(0), HISTREC(9), NUMPRIMS(1))  (SEX(2))0.1280.991
(SEX(2), LATERAL(1), MAR_STAT(2), SRV(60), ORIGIN(0), HISTREC(9))  (SEQ_NUM(0))0.1040.923
(SEX(2), AGE_DX(2), RADIATN(0), SEQ_NUM(0), SRV(60))  (NUMPRIMS(1))0.1010.999
(SEQ_NUM(0), AGE_DX(3), HISTREC(9), MAR_STAT(5), NUMPRIMS(1))  (SEX(2))0.1010.996
(SEX(2), SEQ_NUM(0), AGE_DX(3), HISTREC(9), MAR_STAT(5))  (NUMPRIMS(1))0.1010.998
(SEX(2), C504, ORIGIN(0), MAR_STAT(2))  (HISTREC(9))0.1350.905
(SRV(60), NUMPRIMS(1), HISTREC(9))  (ORIGIN(0))0.1270.962
(AGE_DX(1), NUMPRIMS(1), SEQ_NUM(0), RADIATN(1))  (SEX(2))0.1070.995
(SEX(2), SRV(60), RADIATN(0), LATERAL(2))  (HISTREC(9))0.1120.893
(SEX(2), C509, ORIGIN(0), LATERAL(1))  (NUMPRIMS(1))0.1260.881
(NUMPRIMS(1), MAR_STAT(1), ORIGIN(0), SEQ_NUM(0))  (SEX(2))0.1230.991
(MAR_STAT(1))  (SEX(2), NUMPRIMS(1), SEQ_NUM(0))0.1060.864
(SEX(2), C508, RADIATN(0))  (ORIGIN(0))0.1160.953