|
Algorithms
|
Artificial data
|
Real data
|
|---|
|
Time points
|
Region points
|
Area
|
Time points
|
Region points
|
Area
|
|---|
|
Biclustering
|
|
Bimax
|
\(6 \pm 7\)
|
\(4 \pm 2\)
|
\(24 \pm 25\)
|
\(6 \pm 2\)
|
\(21 \pm 21\)
|
\(126 \pm 386\)
|
|
BicPAM
|
\(7 \pm 3\)
|
\(2 \pm 1\)
|
\(16 \pm 11\)
|
\(27 \pm 8\)
|
\(2 \pm 0\)
|
\(54 \pm 16\)
|
|
CCC
|
\(3 \pm 4\)
|
\(3 \pm 2\)
|
\(10 \pm 9\)
|
\(5 \pm 2\)
|
\(4 \pm 9\)
|
\(18 \pm 22\)
|
|
FABIA
|
\(43 \pm 5\)
|
\(4 \pm 2\)
|
\(184 \pm 76\)
|
\(29 \pm 4\)
|
\(14 \pm 52\)
|
\(403 \pm 1204\)
|
|
Spectral Biclustering
|
\(23 \pm 11\)
|
\(7 \pm 3\)
|
\(136 \pm 112\)
|
\(20 \pm 7\)
|
\(17 \pm 6\)
|
\(330 \pm 211\)
|
|
ISA
|
\(14 \pm 9\)
|
\(3 \pm 1\)
|
\(44 \pm 46\)
|
\(7 \pm 5\)
|
\(30 \pm 28\)
|
\(152 \pm 276\)
|
|
XMotifs
|
\(49 \pm 13\)
|
\(2 \pm 1\)
|
\(114 \pm 45\)
|
\(19 \pm 11\)
|
\(4 \pm 15\)
|
\(78 \pm 71\)
|
|
Region clustering
|
|
kmeans
|
150
|
\(3 \pm 2\)
|
\(450 \pm 283\)
|
94
|
\(4 \pm 1\)
|
\(376 \pm 123\)
|
|
pectral
|
150
|
\(4 \pm 4\)
|
\(525 \pm 610\)
|
94
|
\(3 \pm 117\)
|
\(282 \pm 11038\)
|
|
ward
|
150
|
\(6 \pm 5\)
|
\(900 \pm 700\)
|
94
|
\(3 \pm 1\)
|
\(282 \pm 100\)
|
|
Temporal clustering
|
|
kmeans
|
\(3 \pm 5\)
|
26
|
\(78 \pm 119\)
|
\(3 \pm 0\)
|
463
|
\(1389 \pm 197\)
|
|
spectral
|
\(3 \pm 6\)
|
26
|
\(78 \pm 158\)
|
\(86 \pm 36\)
|
463
|
\(39818 \pm 16621\)
|
|
ward
|
\(3 \pm 9\)
|
26
|
\(78 \pm 247\)
|
\(3 \pm 0\)
|
463
|
\(1389\pm 222\)
|
