diff --git a/.gitignore b/.gitignore
index 4c49bd7..6ed48a9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1 +1,2 @@
.env
+node_modules
diff --git a/docker-compose.yml b/docker-compose.yml
index 5ca8909..017885e 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -2,14 +2,14 @@ version: '3.1'
services:
photos:
+ env_file:
+ - .env
build: .
image: photos:latest
- container_name: photos
+ container_name: ${CONTAINER}photos
# depends_on:
# - db
restart: always
- env_file:
- - .env
ports:
- ${PORT}:${PORT}
volumes:
diff --git a/ketrface/cluster.py b/ketrface/cluster.py
index 1925d86..3897431 100644
--- a/ketrface/cluster.py
+++ b/ketrface/cluster.py
@@ -12,10 +12,16 @@ import functools
from ketrface.util import *
from ketrface.dbscan import *
from ketrface.db import *
+from ketrface.config import *
html_base = '../'
db_path = '../db/photos.db'
+config = read_config()
+json_str = json.dumps(config, indent = 2)
+print(json_str)
+exit(0)
+
# TODO
# Switch to using DBSCAN
#
@@ -166,6 +172,8 @@ print(f'{len(identities)} identities seeded.')
# Cluster the clusters...
print('Reducing clusters via DBSCAN')
reduced = DBSCAN(identities, eps = MAX_CLUSTER_DISTANCE, minPts = 2)
+if len(reduced) == 0:
+ reduced = identities
# For each cluster, merge the lists of faces referenced in the cluster's
# "faces" field, which is pointing to clusters (and not actual faces)
for cluster in reduced:
diff --git a/ketrface/detect.py b/ketrface/detect.py
index cb66678..f3613de 100644
--- a/ketrface/detect.py
+++ b/ketrface/detect.py
@@ -12,7 +12,7 @@ import cv2
from ketrface.util import *
from ketrface.db import *
-face_base = '../'
+face_base = '/pictures/'
model_name = 'VGG-Face' # 'ArcFace'
detector_backend = 'mtcnn' # 'retinaface'
model = DeepFace.build_model(model_name)
@@ -239,7 +239,7 @@ with conn:
path = f'{face_base}faces/{"{:02d}".format(faceId % 10)}'
try:
- os.mkdir(path)
+ os.makedirs(path)
except FileExistsError:
pass
diff --git a/ketrface/identities.html b/ketrface/identities.html
index 51024e8..1aa55f0 100644
--- a/ketrface/identities.html
+++ b/ketrface/identities.html
@@ -1,3615 +1,155 @@
-
Identity 0 has 313
+
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-
Cluster (2): 0.1358
-
736 1918 0.999 29
-
-
-
-
Cluster (2): 0.1360
-
401 1253 0.994 14
-
-
-
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Cluster (0): 0.1360
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-
-
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Cluster (6): 0.1362
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-
-
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Cluster (22): 0.1364
-
224 790 0.996 103
-
-
-
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Cluster (2): 0.1365
-
312 1018 1.000 79
-
-
-
-
Cluster (2): 0.1369
-
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-
-
-
-
Cluster (0): 0.1381
-
701 1853 0.998 34
-
-
-
-
Cluster (27): 0.1385
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558 1625 1.000 44
-
-
-
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Cluster (18): 0.1388
-
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-
-
-
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Cluster (18): 0.1388
-
858 2110 1.000 162
-
-
-
-
Cluster (2): 0.1389
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1009 2445 0.999 22
-
-
-
-
Cluster (2): 0.1389
-
955 2279 0.999 98
-
-
-
-
Cluster (0): 0.1392
-
307 1002 1.000 66
-
-
-
-
Cluster (2): 0.1395
-
117 594 1.000 73
-
-
-
-
Cluster (0): 0.1398
-
173 683 0.999 109
-
-
-
-
Cluster (0): 0.1399
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107 577 0.999 343
-
-
-
-
Cluster (2): 0.1400
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1151 2520 0.999 379
-
-
-
-
Cluster (4): 0.1406
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103 571 0.998 591
-
-
-
-
Cluster (2): 0.1408
-
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-
-
-
-
Cluster (0): 0.1409
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912 2208 0.996 17
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-
-
-
Cluster (2): 0.1414
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-
-
-
-
Cluster (2): 0.1424
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1134 2503 0.997 189
-
-
-
-
Cluster (0): 0.1437
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303 993 0.997 57
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-
-
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Cluster (0): 0.1441
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291 968 0.999 146
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-
-
-
Cluster (12): 0.1444
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426 1312 0.998 134
-
-
-
-
Cluster (2): 0.1447
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-
-
-
Cluster (2): 0.1459
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-
-
-
Cluster (22): 0.1463
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665 1774 1.000 27
-
-
-
-
Cluster (0): 0.1465
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286 952 0.993 67
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-
-
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Cluster (2): 0.1471
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-
-
-
Cluster (6): 0.1473
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-
-
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Cluster (2): 0.1474
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-
-
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Cluster (0): 0.1483
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508 1518 1.000 106
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-
-
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Cluster (2): 0.1487
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-
-
-
Cluster (7): 0.1488
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-
-
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Cluster (2): 0.1489
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-
-
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Cluster (2): 0.1492
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-
-
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Cluster (0): 0.1505
-
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-
-
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Cluster (0): 0.1505
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-
-
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Cluster (7): 0.1513
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-
-
-
Cluster (0): 0.1521
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-
-
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Cluster (27): 0.1527
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753 1945 0.994 178
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-
-
-
Cluster (0): 0.1536
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-
-
-
Cluster (2): 0.1550
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866 2128 0.998 71
-
-
-
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Cluster (7): 0.1559
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198 724 0.997 72
-
-
-
-
Cluster (31): 0.1566
-
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-
-
-
-
Cluster (2): 0.1570
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1201 2583 0.999 40
-
-
-
-
Cluster (2): 0.1570
-
831 2082 1.000 59
-
-
-
-
Cluster (7): 0.1581
-
683 1811 1.000 314
-
-
-
-
Cluster (6): 0.1591
-
316 1022 0.998 98
-
-
-
-
Cluster (2): 0.1602
-
1017 2459 0.999 1393
-
-
-
-
Cluster (29): 0.1612
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206 751 0.998 56
-
-
-
-
Cluster (0): 0.1630
-
1 443 1.000 30
-
-
-
-
Cluster (0): 0.1630
-
160 657 0.995 146
-
-
-
-
Cluster (0): 0.1650
-
926 2229 1.000 293
-
-
-
-
Cluster (2): 0.1666
-
960 2281 0.999 51
-
-
-
-
Cluster (12): 0.1666
-
712 1880 1.000 72
-
-
-
-
Cluster (12): 0.1669
-
41 485 0.997 436
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-
-
-
Cluster (31): 0.1673
-
230 806 1.000 84
-
-
-
-
Cluster (2): 0.1677
-
1010 2446 0.995 45
-
-
-
-
Cluster (12): 0.1702
-
243 849 0.999 106
-
-
-
-
Cluster (6): 0.1707
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450 1400 1.000 37
-
-
-
-
Cluster (2): 0.1713
-
963 2282 0.994 888
-
-
-
-
Cluster (6): 0.1714
-
1187 2571 0.996 691
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-
-
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Cluster (27): 0.1721
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1127 2486 0.995 64
-
-
-
-
Cluster (4): 0.1721
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908 2203 0.993 29
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-
-
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Cluster (27): 0.1726
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-
-
-
Cluster (0): 0.1750
-
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-
-
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Cluster (2): 0.1762
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310 1009 1.000 43
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-
-
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Cluster (24): 0.1778
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147 626 0.997 229
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-
-
-
Cluster (7): 0.1791
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337 1102 0.999 47
-
-
-
-
Cluster (27): 0.1796
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1133 2502 0.995 65
-
-
-
-
Cluster (7): 0.1810
-
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-
-
-
-
Cluster (2): 0.1815
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1012 2451 0.998 244
-
-
-
-
Cluster (22): 0.1820
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228 801 0.999 37
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-
-
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Cluster (4): 0.1823
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549 1604 0.991 69
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-
-
-
Cluster (49): 0.1832
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-
-
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Cluster (27): 0.1844
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269 905 0.998 86
-
-
-
-
Cluster (49): 0.1863
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1162 2540 1.000 250
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-
-
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Cluster (6): 0.1902
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-
-
-
-
Cluster (49): 0.1988
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-
-
-
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Cluster (27): 0.1993
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751 1941 0.998 27
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-
-
-
Cluster (24): 0.2002
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193 715 1.000 54
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-
-
-
Cluster (27): 0.2005
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-
-
-
Cluster (22): 0.2034
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140 616 0.998 55
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-
-
-
Cluster (7): 0.2036
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118 595 0.999 107
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-
-
-
Cluster (18): 0.2055
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91 548 1.000 811
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-
-
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Cluster (24): 0.2087
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-
-
-
Cluster (29): 0.2093
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194 716 0.997 31
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-
-
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Cluster (4): 0.2095
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-
-
-
Cluster (7): 0.2139
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11 457 0.996 887
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-
-
-
Cluster (7): 0.2153
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466 1426 1.000 15
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-
-
-
Cluster (29): 0.2166
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-
-
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Cluster (18): 0.2184
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-
-
-
Cluster (12): 0.2262
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-
-
-
Cluster (7): 0.2281
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-
-
-
-
Cluster (7): 0.2281
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-
-
-
Cluster (31): 0.2315
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296 979 0.994 693
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-
-
-
Cluster (4): 0.2494
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-
-
-
-
Cluster (4): 0.2695
-
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-
-
-
-
Identity 2 has 169
-
-
-
-
Cluster (9): 0.0616
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649 1753 0.998 121
-
-
-
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Cluster (19): 0.0648
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520 1539 0.993 155
-
-
-
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Cluster (19): 0.0664
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-
-
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Cluster (19): 0.0669
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381 1202 1.000 55
-
-
-
-
Cluster (19): 0.0677
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-
-
-
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Cluster (19): 0.0690
-
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-
-
-
-
Cluster (19): 0.0698
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-
-
-
-
Cluster (9): 0.0710
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185 694 1.000 34
-
-
-
-
Cluster (19): 0.0715
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-
-
-
-
Cluster (19): 0.0716
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678 1800 1.000 108
-
-
-
-
Cluster (19): 0.0728
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233 819 1.000 62
-
-
-
-
Cluster (9): 0.0740
-
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-
-
-
-
Cluster (19): 0.0752
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-
-
-
-
Cluster (9): 0.0758
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-
-
-
-
Cluster (19): 0.0759
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-
-
-
-
Cluster (19): 0.0770
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-
-
-
-
Cluster (19): 0.0779
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170 675 1.000 138
-
-
-
-
Cluster (9): 0.0779
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-
-
-
-
Cluster (19): 0.0779
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171 678 1.000 67
-
-
-
-
Cluster (19): 0.0799
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-
-
-
-
Cluster (19): 0.0803
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562 1629 0.999 271
-
-
-
-
Cluster (19): 0.0805
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-
-
-
-
Cluster (9): 0.0810
-
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-
-
-
-
Cluster (9): 0.0821
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358 1139 0.998 237
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-
-
-
Cluster (9): 0.0826
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278 932 0.999 73
-
-
-
-
Cluster (9): 0.0833
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-
-
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Cluster (19): 0.0855
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-
-
-
Cluster (19): 0.0871
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-
-
-
-
Cluster (9): 0.0874
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647 1749 0.997 244
-
-
-
-
Cluster (19): 0.0876
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-
-
-
-
Cluster (9): 0.0877
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-
-
-
Cluster (9): 0.0884
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606 1716 1.000 98
-
-
-
-
Cluster (19): 0.0889
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-
-
-
Cluster (19): 0.0894
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-
-
-
-
Cluster (19): 0.0894
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-
-
-
-
Cluster (9): 0.0895
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-
-
-
-
Cluster (9): 0.0895
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-
-
-
-
Cluster (19): 0.0901
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-
-
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Cluster (19): 0.0905
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-
-
-
Cluster (19): 0.0912
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-
-
-
Cluster (9): 0.0914
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-
-
-
-
Cluster (9): 0.0919
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-
-
-
-
Cluster (9): 0.0930
-
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-
-
-
-
Cluster (19): 0.0931
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-
-
-
-
Cluster (19): 0.0935
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-
-
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Cluster (9): 0.0944
-
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-
-
-
-
Cluster (19): 0.0944
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-
-
-
-
Cluster (19): 0.0948
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-
-
-
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Cluster (9): 0.0950
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-
-
-
-
Cluster (23): 0.0951
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326 1057 0.999 184
-
-
-
-
Cluster (9): 0.0954
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-
-
-
-
Cluster (19): 0.0958
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-
-
-
-
Cluster (19): 0.0960
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-
-
-
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Cluster (19): 0.0960
-
196 723 0.998 69
-
-
-
-
Cluster (19): 0.0963
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418 1293 1.000 227
-
-
-
-
Cluster (9): 0.0968
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-
-
-
-
Cluster (9): 0.0990
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-
-
-
-
Cluster (19): 0.0998
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-
-
-
-
Cluster (19): 0.1000
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-
-
-
-
Cluster (9): 0.1001
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-
-
-
-
Cluster (9): 0.1002
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-
-
-
-
Cluster (23): 0.1008
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-
-
-
-
Cluster (19): 0.1013
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372 1167 1.000 76
-
-
-
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Cluster (23): 0.1016
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-
-
-
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Cluster (19): 0.1018
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-
-
-
-
Cluster (19): 0.1033
-
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-
-
-
-
Cluster (19): 0.1041
-
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-
-
-
-
Cluster (9): 0.1047
-
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-
-
-
-
Cluster (9): 0.1052
-
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-
-
-
-
Cluster (9): 0.1054
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1175 2563 0.992 37
-
-
-
-
Cluster (9): 0.1063
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586 1669 0.999 266
-
-
-
-
Cluster (9): 0.1066
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285 952 1.000 88
-
-
-
-
Cluster (9): 0.1075
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-
-
-
-
Cluster (19): 0.1076
-
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-
-
-
-
Cluster (19): 0.1077
-
324 1048 0.997 199
-
-
-
-
Cluster (23): 0.1083
-
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-
-
-
-
Cluster (9): 0.1086
-
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-
-
-
-
Cluster (9): 0.1086
-
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-
-
-
-
Cluster (9): 0.1090
-
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-
-
-
-
Cluster (19): 0.1096
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-
-
-
-
Cluster (9): 0.1103
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-
-
-
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Cluster (19): 0.1105
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-
-
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Cluster (19): 0.1105
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-
-
-
-
Cluster (23): 0.1111
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-
-
-
Cluster (19): 0.1114
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-
-
-
Cluster (19): 0.1124
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-
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Cluster (23): 0.1124
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146 624 1.000 27
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-
-
-
Cluster (23): 0.1155
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-
-
-
Cluster (19): 0.1162
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-
-
-
-
Cluster (19): 0.1168
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-
-
-
-
Cluster (9): 0.1170
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-
-
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Cluster (19): 0.1180
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-
-
-
-
Cluster (9): 0.1185
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-
-
-
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Cluster (19): 0.1190
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-
-
-
Cluster (19): 0.1206
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-
-
-
Cluster (19): 0.1211
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-
-
-
Cluster (19): 0.1216
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-
-
-
Cluster (9): 0.1225
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686 1817 0.997 1093
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-
-
-
Cluster (9): 0.1225
-
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-
-
-
Cluster (19): 0.1243
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205 749 1.000 38
-
-
-
-
Cluster (19): 0.1246
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-
-
-
Cluster (9): 0.1253
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580 1661 1.000 268
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-
-
-
Cluster (9): 0.1260
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-
-
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Cluster (23): 0.1264
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-
-
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Cluster (9): 0.1280
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-
-
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Cluster (23): 0.1286
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287 959 1.000 32
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-
-
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Cluster (19): 0.1292
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-
-
-
Cluster (9): 0.1304
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-
-
-
Cluster (23): 0.1319
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-
-
-
Cluster (19): 0.1323
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1051 2463 1.000 1022
-
-
-
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Cluster (19): 0.1332
-
776 1978 1.000 3123
-
-
-
-
Cluster (9): 0.1343
-
408 1262 0.999 321
-
-
-
-
Cluster (19): 0.1345
-
1098 2469 0.996 262
-
-
-
-
Cluster (9): 0.1350
-
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-
-
-
-
Cluster (9): 0.1352
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313 1019 0.999 50
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-
-
-
Cluster (19): 0.1358
-
687 1818 0.997 39
-
-
-
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Cluster (9): 0.1359
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-
-
-
Cluster (23): 0.1360
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1033 2460 0.999 1120
-
-
-
-
Cluster (9): 0.1366
-
1192 2573 1.000 1469
-
-
-
-
Cluster (9): 0.1371
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849 2105 0.995 212
-
-
-
-
Cluster (9): 0.1371
-
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-
-
-
-
Cluster (19): 0.1390
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-
-
-
-
Cluster (19): 0.1390
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663 1772 1.000 38
-
-
-
-
Cluster (19): 0.1393
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1045 2462 1.000 1295
-
-
-
-
Cluster (19): 0.1402
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394 1227 0.999 20
-
-
-
-
Cluster (9): 0.1421
-
542 1589 0.999 512
-
-
-
-
Cluster (23): 0.1422
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-
-
-
-
Cluster (23): 0.1429
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702 1855 1.000 189
-
-
-
-
Cluster (9): 0.1431
-
338 1103 1.000 261
-
-
-
-
Cluster (23): 0.1439
-
559 1626 0.998 44
-
-
-
-
Cluster (9): 0.1457
-
438 1353 1.000 169
-
-
-
-
Cluster (23): 0.1459
-
832 2084 1.000 242
-
-
-
-
Cluster (9): 0.1461
-
576 1648 0.996 87
-
-
-
-
Cluster (67): 0.1465
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-
-
-
-
Cluster (9): 0.1466
-
609 1719 1.000 244
-
-
-
-
Cluster (23): 0.1467
-
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-
-
-
-
Cluster (9): 0.1491
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-
-
-
-
Cluster (23): 0.1492
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513 1536 1.000 49
-
-
-
-
Cluster (9): 0.1495
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314 1020 1.000 197
-
-
-
-
Cluster (23): 0.1502
-
447 1377 0.998 140
-
-
-
-
Cluster (9): 0.1521
-
386 1212 0.999 25
-
-
-
-
Cluster (9): 0.1532
-
477 1444 0.991 193
-
-
-
-
Cluster (23): 0.1532
-
1090 2468 0.999 245
-
-
-
-
Cluster (23): 0.1544
-
1060 2464 0.993 893
-
-
-
-
Cluster (25): 0.1545
-
790 1992 0.999 69
-
-
-
-
Cluster (23): 0.1551
-
1063 2465 0.999 1128
-
-
-
-
Cluster (32): 0.1558
-
922 2222 0.999 255
-
-
-
-
Cluster (32): 0.1561
-
611 1722 0.997 21
-
-
-
-
Cluster (23): 0.1576
-
231 810 0.999 58
-
-
-
-
Cluster (23): 0.1612
-
1035 2460 0.995 850
-
-
-
-
Cluster (25): 0.1633
-
399 1245 1.000 1754
-
-
-
-
Cluster (37): 0.1633
-
330 1071 0.997 88
-
-
-
-
Cluster (23): 0.1633
-
352 1129 0.992 21
-
-
-
-
Cluster (23): 0.1653
-
1071 2466 0.999 959
-
-
-
-
Cluster (42): 0.1718
-
689 1823 1.000 30
-
-
-
-
Cluster (9): 0.1723
-
18 464 0.999 226
-
-
-
-
Cluster (9): 0.1736
-
328 1067 1.000 80
-
-
-
-
Cluster (9): 0.1758
-
495 1481 0.998 56
-
-
-
-
Cluster (37): 0.1768
-
695 1842 1.000 344
-
-
-
-
Cluster (32): 0.1789
-
409 1263 1.000 192
-
-
-
-
Cluster (25): 0.1865
-
809 2006 1.000 61
-
-
-
-
Cluster (32): 0.1939
-
255 875 1.000 33
-
-
-
-
Cluster (67): 0.1955
-
1176 2564 0.998 823
-
-
-
-
Cluster (23): 0.1993
-
616 1734 0.999 119
-
-
-
-
Cluster (42): 0.2051
-
384 1208 1.000 212
-
-
-
-
Cluster (42): 0.2171
-
433 1334 0.997 313
-
-
-
-
Cluster (25): 0.2239
-
150 631 1.000 1414
-
-
-
-
Cluster (42): 0.2655
-
424 1309 0.997 92
-
-
-
-
Cluster (25): 0.3618
-
294 979 1.000 1204
-
-
-
-
Identity 15 has 18
-
-
-
-
Cluster (15): 0.0846
-
19 468 0.996 59
-
-
-
-
Cluster (15): 0.1014
-
1178 2565 0.997 3812
-
-
-
-
Cluster (15): 0.1094
-
1148 2516 0.992 66
-
-
-
-
Cluster (15): 0.1117
-
322 1041 0.999 50
-
-
-
-
Cluster (15): 0.1270
-
898 2181 0.998 73
-
-
-
-
Cluster (15): 0.1273
-
919 2218 0.992 12
-
-
-
-
Cluster (15): 0.1284
-
936 2254 0.995 23
-
-
-
-
Cluster (15): 0.1308
-
373 1168 0.995 1742
-
-
-
-
Cluster (15): 0.1346
-
635 1740 0.998 425
-
-
-
-
Cluster (15): 0.1393
-
880 2143 0.998 41
-
-
-
-
Cluster (15): 0.1403
-
782 1985 0.999 16
-
-
-
-
Cluster (15): 0.1419
-
1210 2592 0.996 3574
-
-
-
-
Cluster (15): 0.1428
-
863 2122 0.999 36
-
-
-
-
Cluster (15): 0.1433
-
682 1809 0.997 641
-
-
-
-
Cluster (15): 0.1465
-
1194 2573 0.998 1430
-
-
-
-
Cluster (15): 0.1603
-
292 970 0.999 76
-
-
-
-
Cluster (15): 0.1613
-
1007 2440 0.999 21
-
-
-
-
Cluster (15): 0.1846
-
734 1915 0.999 18
-
-
-
-
Identity 1 has 16
-
-
-
-
Cluster (5): 0.0904
-
571 1642 0.998 571
-
-
-
-
Cluster (5): 0.0988
-
670 1784 1.000 30
-
-
-
-
Cluster (5): 0.1082
-
9 456 1.000 736
-
-
-
-
Cluster (10): 0.1107
-
784 1986 0.997 879
-
-
-
-
Cluster (5): 0.1141
-
48 489 0.996 607
-
-
-
-
Cluster (5): 0.1154
-
667 1777 1.000 804
-
-
-
-
Cluster (5): 0.1230
-
435 1341 0.999 167
-
-
-
-
Cluster (5): 0.1303
-
37 483 0.999 626
-
-
-
-
Cluster (5): 0.1320
-
1181 2566 0.999 1067
-
-
-
-
Cluster (15): 0.1339
-
597 1690 0.997 61
-
-
-
-
Cluster (5): 0.1459
-
93 548 1.000 656
-
-
-
-
Cluster (10): 0.1639
-
28 478 0.991 324
-
-
-
-
Cluster (53): 0.1702
-
961 2282 1.000 234
-
-
-
-
Cluster (15): 0.1704
-
63 520 0.998 1881
-
-
-
-
Cluster (53): 0.1727
-
570 1642 0.998 422
-
-
-
-
Cluster (10): 0.1845
-
411 1264 0.999 10
-
-
-
-
Identity 4 has 15
-
-
-
-
Cluster (20): 0.0921
-
162 658 0.992 23
-
-
-
-
Cluster (21): 0.0972
-
526 1554 0.999 101
-
-
-
-
Cluster (20): 0.1136
-
527 1554 0.999 48
-
-
-
-
Cluster (30): 0.1155
-
197 723 0.998 120
-
-
-
-
Cluster (20): 0.1184
-
983 2347 0.993 127
-
-
-
-
Cluster (20): 0.1267
-
903 2187 0.998 138
-
-
-
-
Cluster (20): 0.1338
-
151 631 0.992 37
-
-
-
-
Cluster (20): 0.1394
-
135 614 0.999 37
-
-
-
-
Cluster (30): 0.1412
-
528 1554 0.997 228
-
-
-
-
Cluster (30): 0.1418
-
951 2273 1.000 101
-
-
-
-
Cluster (21): 0.1441
-
982 2347 0.997 195
-
-
-
-
Cluster (21): 0.1491
-
136 614 0.999 179
-
-
-
-
Cluster (30): 0.1650
-
248 859 0.994 28
-
-
-
-
Cluster (30): 0.1926
-
839 2089 0.991 157
-
-
-
-
Cluster (21): 0.2525
-
1147 2516 0.995 437
-
-
-
-
Identity 3 has 12
-
-
-
-
Cluster (11): 0.0610
-
834 2087 1.000 492
-
-
-
-
Cluster (11): 0.0672
-
402 1254 1.000 137
-
-
-
-
Cluster (11): 0.0672
-
405 1256 1.000 137
-
-
-
-
Cluster (65): 0.0849
-
836 2088 1.000 1234
-
-
-
-
Cluster (11): 0.1030
-
406 1257 0.994 43
-
-
-
-
Cluster (11): 0.1151
-
604 1705 1.000 45
-
-
-
-
Cluster (11): 0.1314
-
833 2086 0.996 50
-
-
-
-
Cluster (11): 0.1316
-
36 483 1.000 604
-
-
-
-
Cluster (11): 0.1333
-
840 2099 0.995 168
-
-
-
-
Cluster (11): 0.1333
-
841 2100 0.995 168
-
-
-
-
Cluster (65): 0.1689
-
449 1399 1.000 156
-
-
-
-
Cluster (65): 0.1757
-
1171 2556 0.999 157
-
-
-
-
Identity 16 has 12
-
-
-
-
Cluster (16): 0.0676
-
59 519 0.997 563
-
-
-
-
Cluster (16): 0.0715
-
589 1674 0.999 42
-
-
-
-
Cluster (16): 0.0860
-
75 525 0.997 681
-
-
-
-
Cluster (16): 0.1099
-
897 2181 1.000 104
-
-
-
-
Cluster (16): 0.1112
-
970 2301 0.996 90
-
-
-
-
Cluster (16): 0.1160
-
85 529 0.999 1875
-
-
-
-
Cluster (16): 0.1344
-
581 1663 0.999 1169
-
-
-
-
Cluster (16): 0.1363
-
713 1880 1.000 171
-
-
-
-
Cluster (16): 0.1446
-
787 1988 1.000 827
-
-
-
-
Cluster (16): 0.1464
-
690 1826 0.999 26
-
-
-
-
Cluster (16): 0.1471
-
105 574 1.000 66
-
-
-
-
Cluster (16): 0.1829
-
460 1415 1.000 39
-
-
-
-
Identity 18 has 11
-
-
-
-
Cluster (18): 0.0945
-
104 573 0.991 30
-
-
-
-
Cluster (18): 0.1072
-
290 967 0.996 133
-
-
-
-
Cluster (18): 0.1233
-
1167 2549 1.000 142
-
-
-
-
Cluster (18): 0.1249
-
767 1971 0.999 230
-
-
-
-
Cluster (18): 0.1302
-
568 1642 0.999 990
-
-
-
-
Cluster (18): 0.1303
-
778 1979 0.999 4
-
-
-
-
Cluster (18): 0.1305
-
115 590 1.000 199
-
-
-
-
Cluster (18): 0.1363
-
1163 2541 0.998 50
-
-
-
-
Cluster (18): 0.1430
-
246 855 0.995 39
-
-
-
-
Cluster (18): 0.1498
-
906 2195 0.997 49
-
-
-
-
Cluster (18): 0.1612
-
186 695 0.998 79
-
-
-
-
Identity 20 has 8
-
-
-
-
Cluster (20): 0.0677
-
876 2141 0.998 12
-
-
-
-
Cluster (20): 0.0830
-
138 614 0.998 23
-
-
-
-
Cluster (20): 0.1038
-
781 1985 1.000 1397
-
-
-
-
Cluster (20): 0.1157
-
938 2257 1.000 51
-
-
-
-
Cluster (20): 0.1185
-
1002 2428 1.000 477
-
-
-
-
Cluster (20): 0.1227
-
813 2010 0.990 55
-
-
-
-
Cluster (20): 0.1337
-
453 1403 0.999 1177
-
-
-
-
Cluster (20): 0.1491
-
336 1099 0.998 205
-
-
-
-
Identity 28 has 8
-
-
-
-
Cluster (28): 0.0740
-
319 1033 1.000 84
-
-
-
-
Cluster (28): 0.0961
-
716 1884 1.000 205
-
-
-
-
Cluster (28): 0.1072
-
560 1627 0.996 134
-
-
-
-
Cluster (28): 0.1095
-
888 2165 0.993 285
-
-
-
-
Cluster (28): 0.1361
-
739 1922 1.000 43
-
-
-
-
Cluster (28): 0.1614
-
1196 2574 1.000 414
-
-
-
-
Cluster (28): 0.1778
-
356 1136 0.995 9
-
-
-
-
Cluster (28): 0.1818
-
815 2015 0.996 70
-
-
-
-
Identity 13 has 7
-
-
-
-
Cluster (13): 0.0742
-
5 453 1.000 177
-
-
-
-
Cluster (13): 0.0809
-
805 2001 0.999 81
-
-
-
-
Cluster (13): 0.1012
-
704 1862 0.999 185
-
-
-
-
Cluster (13): 0.1075
-
44 489 0.999 343
-
-
-
-
Cluster (13): 0.1115
-
730 1902 1.000 16
-
-
-
-
Cluster (13): 0.1128
-
1129 2488 0.995 207
-
-
-
-
Cluster (13): 0.1363
-
694 1839 0.999 44
-
-
-
-
Identity 14 has 7
-
-
-
-
Cluster (14): 0.0663
-
668 1782 1.000 54
-
-
-
-
Cluster (14): 0.0797
-
733 1911 1.000 29
-
-
-
-
Cluster (14): 0.0842
-
830 2074 0.999 25
-
-
-
-
Cluster (14): 0.0891
-
943 2266 1.000 354
-
-
-
-
Cluster (14): 0.1103
-
12 462 1.000 34
-
-
-
-
Cluster (14): 0.1604
-
887 2164 0.999 73
-
-
-
-
Cluster (14): 0.2044
-
829 2073 1.000 36
-
-
-
-
Identity 21 has 7
-
-
-
-
Cluster (21): 0.0788
-
575 1646 0.997 73
-
-
-
-
Cluster (21): 0.0858
-
187 698 1.000 46
-
-
-
-
Cluster (21): 0.0885
-
155 645 0.999 247
-
-
-
-
Cluster (21): 0.0986
-
1104 2473 0.998 91
-
-
-
-
Cluster (21): 0.1217
-
204 744 0.992 44
-
-
-
-
Cluster (21): 0.1335
-
481 1454 1.000 84
-
-
-
-
Cluster (21): 0.1503
-
271 913 0.997 89
-
-
-
-
Identity 23 has 7
-
-
-
-
Cluster (23): 0.0516
-
377 1187 0.997 153
-
-
-
-
Cluster (23): 0.0574
-
364 1149 1.000 134
-
-
-
-
Cluster (23): 0.0594
-
676 1797 1.000 33
-
-
-
-
Cluster (23): 0.0688
-
327 1066 0.998 77
-
-
-
-
Cluster (23): 0.0703
-
273 922 0.999 32
-
-
-
-
Cluster (23): 0.0918
-
320 1034 1.000 190
-
-
-
-
Cluster (23): 0.1134
-
203 741 0.999 13
-
-
-
-
Identity 24 has 7
-
-
-
-
Cluster (24): 0.0833
-
565 1640 1.000 75
-
-
-
-
Cluster (24): 0.0906
-
421 1304 0.995 250
-
-
-
-
Cluster (24): 0.0942
-
212 766 0.995 352
-
-
-
-
Cluster (24): 0.0970
-
1169 2553 1.000 880
-
-
-
-
Cluster (24): 0.1322
-
797 1995 0.998 9
-
-
-
-
Cluster (24): 0.1342
-
952 2275 0.998 39
-
-
-
-
Cluster (24): 0.1374
-
1143 2512 0.993 122
-
-
-
-
Identity 5 has 6
-
-
-
-
Cluster (28): 0.0728
-
744 1927 0.999 268
-
-
-
-
Cluster (28): 0.0728
-
745 1928 0.999 268
-
-
-
-
Cluster (62): 0.0964
-
808 2004 1.000 43
-
-
-
-
Cluster (28): 0.0971
-
1106 2475 1.000 56
-
-
-
-
Cluster (28): 0.1089
-
191 708 0.999 53
-
-
-
-
Cluster (28): 0.1159
-
718 1887 0.998 147
-
-
-
-
Identity 17 has 5
-
-
-
-
Cluster (17): 0.0626
-
848 2105 1.000 108
-
-
-
-
Cluster (17): 0.0626
-
850 2106 1.000 108
-
-
-
-
Cluster (17): 0.0981
-
226 794 1.000 38
-
-
-
-
Cluster (17): 0.1018
-
210 760 0.998 488
-
-
-
-
Cluster (17): 0.1033
-
100 566 0.996 127
-
-
-
-
Identity 19 has 5
-
-
-
-
Cluster (19): 0.0795
-
1188 2572 0.999 554
+
+
Cluster (1): 0.0660
+
139 46 0.998 126
-
Cluster (19): 0.0842
-
137 614 0.999 178
+
Cluster (1): 0.0674
+
137 44 0.998 727
-
-
Cluster (19): 0.1044
-
458 1414 0.998 1025
+
+
Cluster (1): 0.0747
+
71 9 1.000 3734
-
-
Cluster (19): 0.1227
-
156 652 0.998 248
+
+
Cluster (1): 0.0753
+
146 50 1.000 178
-
-
Cluster (19): 0.1616
-
997 2394 0.999 2544
+
+
Cluster (1): 0.0826
+
130 41 1.000 425
+
+
+
+
Cluster (1): 0.0950
+
56 8 0.999 4833
+
+
+
+
Cluster (1): 0.0964
+
143 48 1.000 222
+
+
+
+
Cluster (1): 0.1522
+
144 49 1.000 230
+
+
+
+
Cluster (1): 0.2030
+
25 6 1.000 205
-
Identity 25 has 5
+
Identity 0 has 9
-
-
Cluster (25): 0.0723
-
215 775 1.000 43
+
+
Cluster (0): 0.0690
+
136 44 1.000 779
-
-
Cluster (25): 0.1096
-
436 1342 1.000 58
+
+
Cluster (0): 0.0826
+
131 41 0.991 489
-
-
Cluster (25): 0.1154
-
735 1917 0.997 27
+
+
Cluster (0): 0.0832
+
147 50 0.998 223
-
-
Cluster (25): 0.1208
-
1107 2477 0.998 50
+
+
Cluster (0): 0.0923
+
135 43 0.997 262
-
-
Cluster (25): 0.1315
-
757 1951 1.000 17
+
+
Cluster (0): 0.1008
+
138 45 0.992 612
+
+
+
+
Cluster (0): 0.1021
+
133 42 0.992 772
+
+
+
+
Cluster (0): 0.1084
+
14 5 0.995 2610
+
+
+
+
Cluster (0): 0.1120
+
3 1 0.999 25
+
+
+
+
Cluster (0): 0.1525
+
46 7 0.997 4384
-
Identity 9 has 4
+
Identity 2 has 6
-
-
Cluster (52): 0.0453
-
1080 2467 0.999 1369
+
+
Cluster (2): 0.0413
+
83 20 0.999 724
-
-
Cluster (54): 0.0564
-
1066 2465 0.990 1063
+
+
Cluster (2): 0.1122
+
86 20 0.996 766
-
-
Cluster (54): 0.1211
-
574 1644 0.996 91
+
+
Cluster (2): 0.1245
+
85 20 0.998 931
-
-
Cluster (52): 0.1227
-
555 1623 0.999 552
-
-
-
-
Identity 30 has 4
-
-
-
-
Cluster (30): 0.0852
-
496 1484 0.997 159
+
+
Cluster (2): 0.1343
+
87 20 0.995 475
-
-
Cluster (30): 0.1134
-
1204 2589 0.993 1551
+
+
Cluster (2): 0.1386
+
123 37 0.998 1097
-
-
Cluster (30): 0.1169
-
1021 2459 0.997 1357
-
-
-
-
Cluster (30): 0.1285
-
732 1910 0.994 89
-
-
-
-
Identity 6 has 3
-
-
-
-
Cluster (39): 0.0505
-
684 1813 1.000 115
-
-
-
-
Cluster (39): 0.0557
-
350 1127 0.999 79
-
-
-
-
Cluster (39): 0.0693
-
363 1148 0.994 43
-
-
-
-
Identity 29 has 3
-
-
-
-
Cluster (29): 0.0623
-
412 1264 0.998 395
-
-
-
-
Cluster (29): 0.1114
-
709 1872 0.994 32
-
-
-
-
Cluster (29): 0.1194
-
432 1330 0.999 127
-
-
-
-
Identity 31 has 3
-
-
-
-
Cluster (31): 0.0421
-
641 1742 0.996 322
-
-
-
-
Cluster (31): 0.1031
-
901 2184 0.999 90
-
-
-
-
Cluster (31): 0.1216
-
895 2180 0.997 53
-
-
-
-
Identity 37 has 3
-
-
-
-
Cluster (37): 0.0204
-
1152 2522 0.996 8
-
-
-
-
Cluster (37): 0.0252
-
874 2140 0.993 3
-
-
-
-
Cluster (37): 0.0700
-
877 2141 0.993 5
-
-
-
-
Identity 39 has 3
-
-
-
-
Cluster (39): 0.0431
-
1018 2459 0.998 1489
-
-
-
-
Cluster (39): 0.0469
-
1041 2461 0.999 1054
-
-
-
-
Cluster (39): 0.1135
-
930 2233 0.993 48
-
-
-
-
Identity 8 has 2
-
-
-
-
Cluster (43): 0.0562
-
391 1222 0.992 79
-
-
-
-
Cluster (43): 0.0587
-
752 1944 0.999 71
-
-
-
-
Identity 10 has 2
-
-
-
-
Cluster (59): 0.0267
-
1073 2466 0.998 1144
-
-
-
-
Cluster (59): 0.0812
-
680 1804 0.999 32
-
-
-
-
Identity 22 has 2
-
-
-
-
Cluster (22): 0.0366
-
164 661 0.999 40
-
-
-
-
Cluster (22): 0.0823
-
643 1743 0.999 40
-
-
-
-
Identity 26 has 2
-
-
-
-
Cluster (26): 0.0544
-
410 1263 0.998 8
-
-
-
-
Cluster (26): 0.0671
-
222 782 0.999 75
-
-
-
-
Identity 27 has 2
-
-
-
-
Cluster (27): 0.0634
-
318 1032 0.999 45
-
-
-
-
Cluster (27): 0.0642
-
1099 2470 1.000 323
-
-
-
-
Identity 34 has 2
-
-
-
-
Cluster (34): 0.0521
-
885 2161 0.998 310
-
-
-
-
Cluster (34): 0.0680
-
758 1953 0.999 22
-
-
-
-
Identity 7 has 1
-
-
-
-
Cluster (40): 0.0000
-
1164 2543 0.998 31
-
-
-
-
Identity 11 has 1
-
-
-
-
Cluster (68): 0.0000
-
941 2265 0.994 68
-
-
-
-
Identity 12 has 1
-
-
-
-
Cluster (79): 0.0000
-
1208 2591 0.997 900
-
-
-
-
Identity 32 has 1
-
-
-
-
Cluster (32): 0.0000
-
677 1799 0.998 158
-
-
-
-
Identity 33 has 1
-
-
-
-
Cluster (33): 0.0000
-
726 1897 0.999 44
-
-
-
-
Identity 35 has 1
-
-
-
-
Cluster (35): 0.0000
-
783 1986 1.000 3
-
-
-
-
Identity 36 has 1
-
-
-
-
Cluster (36): 0.0000
-
785 1987 1.000 770
-
-
-
-
Identity 38 has 1
-
-
-
-
Cluster (38): 0.0000
-
882 2148 0.997 133
-
-
-
-
Identity 40 has 1
-
-
-
-
Cluster (40): 0.0000
-
1055 2463 0.996 976
+
+
Cluster (2): 0.1708
+
125 39 1.000 162