Skip to main content

Table 3 Five-fold cross-validation of the GLL values on KEGG clusters

From: Multiconstrained gene clustering based on generalized projections

Datasets

POCS

k-medoids[10]

ICM[12]

FCM[13]

(a) K = 10

    

alpha

-198 ± 8

-354 ± 9

-253 ± 14

-238 ± 14

cdc15

-194 ± 7

-372 ± 22

-220 ± 8

-212 ± 12

cdc28

-200 ± 9

-340 ± 20

-265 ± 8

-244 ± 10

elu

-199 ± 6

-355 ± 14

-253 ± 10

-228 ± 10

Hughes

-191 ± 4

-329 ± 17

-212 ± 5

-196 ± 9

(b) K = 15

    

alpha

-184 ± 6

-415 ± 32

-282 ± 12

-262 ± 16

cdc15

-182 ± 4

-413 ± 28

-278 ± 10

-255 ± 15

cdc28

-189 ± 9

-424 ± 18

-294 ± 9

-271 ± 11

elu

-187 ± 9

-410 ± 35

-297 ± 11

-291 ± 13

Hughes

-180 ± 8

-401 ± 9

-262 ± 6

-234 ± 10

(c) K = 20

    

alpha

-243 ± 10

-461 ± 27

-288 ± 11

-254 ± 22

cdc15

-225 ± 10

-460 ± 26

-271 ± 8

-246 ± 14

cdc28

-248 ± 8

-478 ± 33

-301 ± 9

-270 ± 10

elu

-259 ± 10

-476 ± 35

-304 ± 7

-286 ± 13

Hughes

-222 ± 6

-455 ± 34

-276 ± 9

-239 ± 13

(d) K = 25

    

alpha

-304 ± 13

-494 ± 26

-363 ± 18

-328 ± 13

cdc15

-302 ± 6

-491 ± 41

-369 ± 12

-331 ± 17

cdc28

-298 ± 8

-444 ± 37

-363 ± 14

-326 ± 17

elu

-321 ± 7

-535 ± 23

-378 ± 9

-342 ± 13

Hughes

-284 ± 7

-478 ± 19

-351 ± 11

-319 ± 11