Table 3 Result outcome improvement classes of proposed algorithms
DATASET | ALGORITHM COMPARISON | PURITY | F-MEASURE |
|---|---|---|---|
20Newsgroup dataset | CCMARDC & CBA | LOW | LOW |
CFICA & CBA | LOW | LOW | |
TMARDC & ICA | MEDIUM | MEDIUM | |
TMARDC & ESHC | MEDIUM | MEDIUM | |
TMARDC & SHC | MEDIUM | MEDIUM | |
Scientific literature dataset | CCMARDC & CBA | MEDIUM | MEDIUM |
CCFICA & CBA | MEDIUM | MEDIUM | |
TMARDC & ICA | HIGH | HIGH | |
TMARDC & SHC | HIGH | HIGH | |
TMARDC & ESHC | HIGH | HIGH |