Skip to content

Hubness sampling sensitivity

Gaussian control only. Each cell is a measured hubness pair at that hubness_sample_size x k_hub. Empty value = UNAVAILABLE (never 0.0).

Dataset d S k_hub hub_share_top1pct antihub_fraction
gaussian-128 128 1000 5 0.1468 0.319
gaussian-128 128 1000 10 0.1307 0.187
gaussian-128 128 1000 20 0.1078 0.091
gaussian-128 128 5000 5 0.22064 0.3806
gaussian-128 128 5000 10 0.19672 0.2446
gaussian-128 128 5000 20 0.17288 0.1442
gaussian-128 128 20000 5 0.24634 0.4187
gaussian-128 128 20000 10 0.22775 0.29575
gaussian-128 128 20000 20 0.207005 0.18875
gaussian-128 128 50000 5 0.270372 0.44346
gaussian-128 128 50000 10 0.253038 0.32082
gaussian-128 128 50000 20 0.233633 0.21224
gaussian-1536 1536 1000 5 0.188 0.415
gaussian-1536 1536 1000 10 0.1542 0.271
gaussian-1536 1536 1000 20 0.1214 0.145
gaussian-1536 1536 5000 5 0.2998 0.506
gaussian-1536 1536 5000 10 0.25952 0.3774
gaussian-1536 1536 5000 20 0.21926 0.2448
gaussian-1536 1536 20000 5 0.34653 0.55765
gaussian-1536 1536 20000 10 0.312595 0.43755
gaussian-1536 1536 20000 20 0.2760525 0.31225
gaussian-1536 1536 50000 5 0.400308 0.59654
gaussian-1536 1536 50000 10 0.365828 0.48098
gaussian-1536 1536 50000 20 0.329311 0.35902
gaussian-384 384 1000 5 0.192 0.401
gaussian-384 384 1000 10 0.1593 0.253
gaussian-384 384 1000 20 0.1259 0.14
gaussian-384 384 5000 5 0.24272 0.4558
gaussian-384 384 5000 10 0.217 0.3228
gaussian-384 384 5000 20 0.18804 0.1968
gaussian-384 384 20000 5 0.29205 0.50445
gaussian-384 384 20000 10 0.26635 0.3814
gaussian-384 384 20000 20 0.2380725 0.2603
gaussian-384 384 50000 5 0.34546 0.53952
gaussian-384 384 50000 10 0.317094 0.4175
gaussian-384 384 50000 20 0.287984 0.29818
gaussian-64 64 1000 5 0.139 0.255
gaussian-64 64 1000 10 0.1189 0.135
gaussian-64 64 1000 20 0.10305 0.062
gaussian-64 64 5000 5 0.15492 0.299
gaussian-64 64 5000 10 0.1415 0.186
gaussian-64 64 5000 20 0.1286 0.0972
gaussian-64 64 20000 5 0.17446 0.338
gaussian-64 64 20000 10 0.16464 0.22255
gaussian-64 64 20000 20 0.153905 0.1266
gaussian-64 64 50000 5 0.181504 0.3472
gaussian-64 64 50000 10 0.173598 0.22904
gaussian-64 64 50000 20 0.165125 0.13694
gaussian-768 768 1000 5 0.2066 0.435
gaussian-768 768 1000 10 0.1697 0.282
gaussian-768 768 1000 20 0.1337 0.177
gaussian-768 768 5000 5 0.27548 0.4996
gaussian-768 768 5000 10 0.23868 0.369
gaussian-768 768 5000 20 0.20295 0.2332
gaussian-768 768 20000 5 0.33465 0.5407
gaussian-768 768 20000 10 0.301195 0.4177
gaussian-768 768 20000 20 0.267515 0.29705
gaussian-768 768 50000 5 0.391584 0.57796
gaussian-768 768 50000 10 0.358652 0.45828
gaussian-768 768 50000 20 0.323784 0.33738