Table 3.
Forty-two detected rules for classifying different diseases in dataset-2.
| Rules | Criteria | Subtype |
|---|---|---|
| Rule1 | HQKNDSANTVITTWLTRGSC>=5.265 | Sarcoma |
| Rule2 | MNVHYAAQDVINFGAHQGSC>=1.497 RENQHEIGVALARSHKMGSC<=0.427 |
Glioblastoma multiformae |
| Rule3 | ELIAFRDFNWRGGVVAGGSC>=2.837 KWKQDYINNHFVKVNRTGSC>=1.622 |
Glioblastoma multiformae |
| Rule4 | VWGKGGMYEAHYRRNGEGSC>=2.360 DEPKQYASWYTHWTNWAGSC>=3.931 |
Glioblastoma multiformae |
| Rule5 | HDWNVAWELRRWKALIYGSC>=1.791 GTQPMVAWKDVYGIVVYGSC>=1.510 AAVAKRIAEQHMWMQVGGSC>=0.683 |
Breast cancer stage IVa |
| Rule6 | KFPNEFRYRYNWRMQNPGSC>=7.729 AAVPKYINAMWKGYAPDGSC<=0.609 |
Breast cancer stage IVa |
| Rule7 | FHWNMYKNSESLFEEKQGSC>=2.110 | Oligodendroglioma |
| Rule8 | PGLTHNTLQYMATVLSVGSC>=1.876 AAKFRTQWMHWMIWHHTGSC>=0.752 |
Oligodendroglioma |
| Rule9 | PGLTHNTLQYMATVLSVGSC>=1.876 AAKFRTQWMHWMIWHHTGSC>=0.752 |
Oligodendroglioma |
| Rule10 | QVNKAVSWYLVWHLWHQGSC>=1.183 AGLLWQWKGWDYIHEWNGSC<=0.466 LWFGTMPWHSIRAHDVHGSC<=0.616 |
Recurrent breast cancer |
| Rule11 | HYNRYMVIIGNWGKQPIGSC<=0.509 GNSVRAFITVLMQIFFTGSC>=1.727 MKPLISYGPAWFGPLLWGSC>=0.538 |
Recurrent breast cancer |
| Rule12 | GDQHQLEPPYKKNQYMIGSC>=1.857 RTGAGHTWDSTGHIQKVGSC>=0.968 |
Recurrent breast cancer |
| Rule13 | RQNTIRSRQKINLGGGDGSC>=1.853 AADTGGFDLIWNEVKGHGSC>=1.130 |
Recurrent breast cancer |
| Rule14 | PVGEVSSDYNRGPWRGTGSC>=1.977 | Recurrent breast cancer |
| Rule15 | SWIHGWLTITIYGFKERGSC>=1.631 AAVAKRIAEQHMWMQVGGSC<=0.331 |
Recurrent breast cancer |
| Rule16 | DLVMPTNHESLSQLTGDGSC>=1.004 PFPNYPIYPMWMMHEREGSC>=2.888 |
Pancreatitis |
| Rule17 | LERGHRADMAYRDTFPMGSC>=2.128 DQYELTQDLHVVKSYFAGSC<=0.512 |
Pancreatitis |
| Rule18 | IKSRTGAEEIQIQMLLRGSC>=2.858 | Pancreatitis |
| Rule19 | LSERWAMGAHRDTASQTGSC>=1.540 ADDHEQWTEKMYKNQNMGSC>=0.523 |
Ovarian cancer |
| Rule20 | ADVKMLWEWNDVKVLIIGSC>=4.318 | Ovarian cancer |
| Rule21 | VNFESFREPTFGSDGYSGSC>=2.353 EWYYDPRGGTGSFYMRTGSC>=0.972 |
Mixed Oligo/Astrocytoma |
| Rule22 | LIVFTKGHRMYNDIPTNGSC<=0.434 APYTPQFFEAQTWWINGGSC>=1.146 |
Mixed Oligo/Astrocytoma |
| Rule23 | YLSTSMEQEQEQVHGNWGSC>=2.247 ILDRRETAWNEHFSKFRGSC>=1.236 |
Mixed Oligo/Astrocytoma |
| Rule24 | TVKKMYNGGLASKNALYGSC<=0.171 GHAVQGGLKRAHRVYKQGSC>=1.766 |
Mixed Oligo/Astrocytoma |
| Rule25 | TQGVAHFGQTHYPYQLEGSC>=1.942 PHEEYMRQFHSAGQPTFGSC>=1.416 HHAFFNGEYMKMMSLSIGSC>=0.051 |
Lung cancer |
| Rule26 | YVQEHAQWKNMWELANGGSC>=2.325 AADTGGFDLIWNEVKGHGSC<=0.806 |
Lung cancer |
| Rule27 | FLKFMQKMSTVHIIWLNGSC<=0.118 ANQTHYDPTSSDMVWPKGSC>=1.071 |
Lung cancer |
| Rule28 | TAKWYGIRNSQDEKVEAGSC>=1.756 AAKFRTQWMHWMIWHHTGSC>=0.750 |
Lung cancer |
| Rule29 | YINSYPIAKPHGEEMQMGSC<=0.461 ETDKTINVREAAAHGMKGSC<=0.390 |
Multiple myeloma |
| Rule30 | ERIYRDHFIHEHKANIIGSC<=0.545 NLFRWLWNRRHVWDQDRGSC>=1.092 |
Multiple myeloma |
| Rule31 | TAHGKARDFDPAKNRYLGSC<=0.398 | Multiple myeloma |
| Rule32 | HFGIVISVMNEKEGALRGSC>=7.715 | Multiple myeloma |
| Rule33 | YFMWPFWWYSHVWGRDWGSC>=1.001 IITIWLDGGLMHDFEKPGSC>=1.028 AEMGFTSPERDQGASQEGSC<=1.493 |
Pancreatic cancer |
| Rule34 | WWWFHSLGLLAHIKIALGSC>=1.122 FGFDFGDLWIIPDAIAMGSC>=1.068 |
Pancreatic cancer |
| Rule35 | IISNTTMAVLWMLQSSRGSC>=1.429 ANQTHYDPTSSDMVWPKGSC>=0.758 |
Pancreatic cancer |
| Rule36 | TYQRRMGGVRGQQPYNKGSC>=2.089 DGDPTAITNWWWETGNWGSC<=0.728 |
Breast cancer |
| Rule37 | PKQHGRQQNQGIFKPMLGSC>=2.538 AGGNHLAIAFNAIFLNMGSC<=0.717 |
Breast cancer |
| Rule38 | FKETAMPVLNYPVGVNEGSC>=1.959 | Healthy normal donor |
| Rule39 | GEASDNYKWWWDHVVYPGSC>=1.854 | Astrocytoma |
| Rule40 | FFYKKDFTPRHTFQNRRGSC<=0.529 AEMGFTSPERDQGASQEGSC<=0.586 |
Astrocytoma |
| Rule41 | APMKNIVSAKTKDFAYMGSC<=0.324 | Astrocytoma |
| Rule42 | Others | Healthy normal donor |