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

Table 8

Results from traditional rule summarization techniques, using the APRX-COLLECTION method.

Rule from APRX-COLLECTION	Support	Confidence
(SEX(2), RADIATN(0), LATERAL(1), MAR_STAT(2), SEQ_NUM(0))  (ORIGIN(0), NUMPRIMS(1), HISTREC(9))	0.108	0.828
(RADIATN(1), LATERAL(2), SEQ_NUM(0), HISTREC(9), NUMPRIMS(1))  (ORIGIN(0))	0.119	0.945
(SEX(2), MAR_STAT(5), SRV(60))  (NUMPRIMS(1), SEQ_NUM(0))	0.122	0.918
(SRV(60), C509, RADIATN(0))  (ORIGIN(0))	0.109	0.943
(AGE_DX(2), MAR_STAT(2))  (SEX(2))	0.106	0.992
(C508, LATERAL(2))  (SEX(2))	0.101	0.998
(ADJACCSTG(70.0), ORIGIN(0))  (SEX(2))	0.101	0.990
(NUMPRIMS(2), SEQ_NUM(1))  (HISTREC(9))	0.101	0.883
(C504, LATERAL(1))  (ORIGIN(0))	0.138	0.953
(SRV(60), AGE_DX(3))  (ORIGIN(0))	0.103	0.964
(MAR_STAT(1), ORIGIN(0))  (NUMPRIMS(1))	0.102	0.876
(AGE_DX(1), SRV(60))  (ORIGIN(0))	0.137	0.944
(NUMPRIMS(2))  (SEQ_NUM(1))	0.115	0.993
(MAR_STAT(5))  (ORIGIN(0))	0.189	0.958
(ADJACCSTG(70.0))  (NUMPRIMS(1))	0.102	0.940