Table 4 The comparision of generated rule using J48, C5.0 and IFS based decision tree
From: An intuitionistic fuzzy diagnosis analytics for stroke disease
Algorithm | Rules |
|---|---|
J.48 | IF RCT (Y), DCAREND (N), RDEF2 (Y), AGE (x < 54), DSPALT (Y) AND D:MH14 (N) THEN ISCHEMIC |
C.50 | IF RCT (N), DSAPLT (N), DMANJH (Y) THEN ISCHEMIC |
IFS based decision tree | IF RCT (x = 0), DSAPLT (x ≤ l), DTER (x ≤ l), RHEP (x = 0), SEX (x = l), RCONS (x ≤ l), DCAA (x ≤ l) AND AGE (x ≤ 0.45) THEN ISCHEMIC |