cluster.out

聚类算法全集以及内附数据集

iris 3 none -v : 27.1 (~2.5)
iris 3 expand -v -g1.05 : 27.0 (~2.4)
iris 3 expand -v -g1.1 : 27.0 (~2.4)
iris 3 expand -v -g1.2 : 26.8 (~2.4)
iris 3 expand -v -g1.3 : 26.7 (~2.6)
iris 3 expand -v -g1.4 : 26.6 (~2.6)
iris 3 expand -v -g1.5 : 26.5 (~2.7)
iris 3 expand -v -g1.6 : 26.4 (~2.7)
iris 3 expand -v -g1.7 : 27.2 (~5.5)
iris 3 expand -v -g1.8 : 41.3 (~6.1)
iris 3 expand -v -g1.9 : 73.3 (~19.5)
iris 3 expand -v -g2.0 : 377.3 (~771.4)
iris 3 momentum -v -m0.05 : 27.0 (~2.4)
iris 3 momentum -v -m0.1 : 26.9 (~2.4)
iris 3 momentum -v -m0.15 : 27.0 (~2.3)
iris 3 momentum -v -m0.2 : 26.9 (~2.3)
iris 3 momentum -v -m0.25 : 27.1 (~2.5)
iris 3 momentum -v -m0.3 : 26.7 (~2.2)
iris 3 momentum -v -m0.35 : 27.2 (~2.1)
iris 3 momentum -v -m0.4 : 28.4 (~1.6)
iris 3 momentum -v -m0.45 : 30.2 (~1.1)
iris 3 momentum -v -m0.5 : 35.2 (~2.5)
iris 3 momentum -v -m0.55 : 38.0 (~4.4)
iris 3 momentum -v -m0.6 : 40.0 (~6.4)
iris 3 momentum -v -m0.65 : 62.2 (~34.9)
iris 3 momentum -v -m0.7 : 131.5 (~109.4)
iris 3 momentum -v -m0.75 : 177.5 (~125.7)
iris 3 momentum -v -m0.8 : 404.5 (~392.1)
iris 3 momentum -v -m0.85 : 827.4 (~884.6)
iris 3 momentum -v -m0.9 : 1530.5 (~1242.5)
iris 3 adaptive -v : 26.6 (~2.2)
iris 3 resilient -v : 100.8 (~9.6)
iris 3 quick -v : 27.2 (~2.5)
wine 3 none -v : 32.2 (~2.8)
wine 3 expand -v -g1.05 : 31.8 (~2.9)
wine 3 expand -v -g1.1 : 31.4 (~2.8)
wine 3 expand -v -g1.2 : 30.9 (~2.9)
wine 3 expand -v -g1.3 : 30.2 (~2.8)
wine 3 expand -v -g1.4 : 29.9 (~2.8)
wine 3 expand -v -g1.5 : 29.6 (~2.7)
wine 3 expand -v -g1.6 : 29.4 (~2.7)
wine 3 expand -v -g1.7 : 29.1 (~2.8)
wine 3 expand -v -g1.8 : 29.5 (~2.4)
wine 3 expand -v -g1.9 : 45.6 (~3.3)
wine 3 expand -v -g2.0 : 152.4 (~16.2)
wine 3 momentum -v -m0.05 : 31.6 (~2.9)
wine 3 momentum -v -m0.1 : 31.0 (~2.8)
wine 3 momentum -v -m0.15 : 30.4 (~2.8)
wine 3 momentum -v -m0.2 : 29.9 (~2.9)
wine 3 momentum -v -m0.25 : 29.3 (~2.8)
wine 3 momentum -v -m0.3 : 29.1 (~2.7)
wine 3 momentum -v -m0.35 : 29.4 (~2.7)
wine 3 momentum -v -m0.4 : 30.0 (~2.3)
wine 3 momentum -v -m0.45 : 31.2 (~2.0)
wine 3 momentum -v -m0.5 : 33.2 (~1.7)
wine 3 momentum -v -m0.55 : 36.4 (~1.7)
wine 3 momentum -v -m0.6 : 41.2 (~1.6)
wine 3 momentum -v -m0.65 : 47.8 (~1.8)
wine 3 momentum -v -m0.7 : 56.5 (~1.7)
wine 3 momentum -v -m0.75 : 68.4 (~4.5)
wine 3 momentum -v -m0.8 : 86.6 (~5.9)
wine 3 momentum -v -m0.85 : 126.3 (~49.9)
wine 3 momentum -v -m0.9 : 5672.0 (~0.0)
wine 3 adaptive -v : 29.1 (~2.6)
wine 3 resilient -v : 115.9 (~9.4)
wine 3 quick -v : 32.4 (~3.2)
wine 6 none -v : 406.0 (~22.0)
wine 6 expand -v -g1.05 : 401.4 (~21.8)
wine 6 expand -v -g1.1 : 397.4 (~21.6)
wine 6 expand -v -g1.2 : 390.2 (~21.2)
wine 6 expand -v -g1.3 : 384.2 (~20.7)
wine 6 expand -v -g1.4 : 378.8 (~20.3)
wine 6 expand -v -g1.5 : 374.4 (~20.1)
wine 6 expand -v -g1.6 : 370.1 (~19.9)
wine 6 expand -v -g1.7 : 366.8 (~19.4)
wine 6 expand -v -g1.8 : 363.9 (~19.0)
wine 6 expand -v -g1.9 : 361.2 (~18.5)
wine 6 expand -v -g2.0 : 359.4 (~17.9)
wine 6 momentum -v -m0.05 : 401.3 (~21.8)
wine 6 momentum -v -m0.1 : 396.6 (~21.5)
wine 6 momentum -v -m0.15 : 391.9 (~21.1)
wine 6 momentum -v -m0.2 : 387.1 (~20.8)
wine 6 momentum -v -m0.25 : 382.4 (~20.4)
wine 6 momentum -v -m0.3 : 377.6 (~20.1)
wine 6 momentum -v -m0.35 : 372.8 (~19.7)
wine 6 momentum -v -m0.4 : 368.1 (~19.5)
wine 6 momentum -v -m0.45 : 363.4 (~19.3)
wine 6 momentum -v -m0.5 : 360.6 (~18.8)
wine 6 momentum -v -m0.55 : 365.1 (~18.6)
wine 6 momentum -v -m0.6 : 369.3 (~18.4)
wine 6 momentum -v -m0.65 : 374.2 (~18.1)
wine 6 momentum -v -m0.7 : 384.8 (~29.5)
wine 6 momentum -v -m0.75 : 668.6 (~522.1)
wine 6 momentum -v -m0.8 : 770.0 (~748.2)
wine 6 momentum -v -m0.85 : 1658.5 (~1104.5)
wine 6 momentum -v -m0.9 : 10000.0 (~0.0)
wine 6 adaptive -v : 359.3 (~19.4)
wine 6 resilient -v : 1482.0 (~0.0)
wine 6 quick -v : 384.8 (~36.7)
----- -V -----
abalone 3 none -V : 146.3 (~19.3)
abalone 3 expand -V -g1.05 : 139.8 (~15.8)
abalone 3 expand -V -g1.1 : 129.3 (~19.6)
abalone 3 expand -V -g1.2 : 120.5 (~15.7)
abalone 3 expand -V -g1.3 : 112.8 (~21.4)
abalone 3 expand -V -g1.4 : 110.8 (~21.6)
abalone 3 expand -V -g1.5 : 105.4 (~11.7)
abalone 3 expand -V -g1.6 : 97.2 (~11.3)
abalone 3 expand -V -g1.7 : 93.8 (~10.3)
abalone 3 expand -V -g1.8 : 83.2 (~12.7)
abalone 3 expand -V -g1.9 : 84.5 (~9.5)
abalone 3 expand -V -g2.0 : 10000.0 (~0.0)
abalone 3 momentum -V -m0.05 : 133.2 (~24.6)
abalone 3 momentum -V -m0.1 : 129.8 (~16.2)
abalone 3 momentum -V -m0.15 : 127.2 (~12.7)
abalone 3 momentum -V -m0.2 : 123.0 (~11.1)
abalone 3 momentum -V -m0.25 : 120.2 (~11.6)
abalone 3 momentum -V -m0.3 : 110.8 (~8.1)
abalone 3 momentum -V -m0.35 : 106.2 (~13.8)
abalone 3 momentum -V -m0.4 : 94.5 (~9.1)
abalone 3 momentum -V -m0.45 : 82.1 (~11.0)
abalone 3 momentum -V -m0.5 : 74.2 (~9.5)
abalone 3 momentum -V -m0.55 : 64.5 (~7.3)
abalone 3 momentum -V -m0.6 : 63.0 (~3.3)
abalone 3 momentum -V -m0.65 : 72.8 (~2.6)
abalone 3 momentum -V -m0.7 : 89.9 (~5.2)
abalone 3 momentum -V -m0.75 : 116.7 (~13.9)
abalone 3 momentum -V -m0.8 : 193.7 (~30.8)
abalone 3 momentum -V -m0.85 : 1425.0 (~0.0)
abalone 3 momentum -V -m0.9 : 10000.0 (~0.0)
abalone 3 adaptive -V : 74.8 (~10.7)
abalone 3 resilient -V : 205.2 (~102.9)
abalone 3 quick -V : 172.3 (~50.4)
abalone 6 none -V : 268.2 (~27.9)
abalone 6 expand -V -g1.05 : 249.5 (~24.0)
abalone 6 expand -V -g1.1 : 243.7 (~22.6)
abalone 6 expand -V -g1.2 : 216.0 (~19.3)
abalone 6 expand -V -g1.3 : 185.7 (~22.0)
abalone 6 expand -V -g1.4 : 173.2 (~10.8)
abalone 6 expand -V -g1.5 : 168.4 (~16.5)
abalone 6 expand -V -g1.6 : 161.6 (~14.5)
abalone 6 expand -V -g1.7 : 146.4 (~16.8)
abalone 6 expand -V -g1.8 : 143.9 (~15.9)
abalone 6 expand -V -g1.9 : 136.5 (~13.6)
abalone 6 expand -V -g2.0 : 10000.0 (~0.0)
abalone 6 momentum -V -m0.05 : 257.8 (~29.5)
abalone 6 momentum -V -m0.1 : 236.6 (~16.0)
abalone 6 momentum -V -m0.15 : 214.3 (~24.7)
abalone 6 momentum -V -m0.2 : 189.8 (~28.7)
abalone 6 momentum -V -m0.25 : 183.6 (~24.6)
abalone 6 momentum -V -m0.3 : 184.1 (~25.1)
abalone 6 momentum -V -m0.35 : 167.7 (~19.6)
abalone 6 momentum -V -m0.4 : 155.4 (~11.0)
abalone 6 momentum -V -m0.45 : 134.6 (~15.6)
abalone 6 momentum -V -m0.5 : 123.2 (~9.9)
abalone 6 momentum -V -m0.55 : 110.8 (~10.2)
abalone 6 momentum -V -m0.6 : 99.2 (~14.2)
abalone 6 momentum -V -m0.65 : 77.2 (~6.0)
abalone 6 momentum -V -m0.7 : 94.2 (~6.9)
abalone 6 momentum -V -m0.75 : 126.0 (~11.1)
abalone 6 momentum -V -m0.8 : 197.6 (~54.3)
abalone 6 momentum -V -m0.85 : 467.4 (~93.6)
abalone 6 momentum -V -m0.9 : 10000.0 (~0.0)
abalone 6 adaptive -V : 135.1 (~10.4)
abalone 6 resilient -V : 1795.0 (~1533.0)
abalone 6 quick -V : 247.7 (~51.7)
breast 2 none -V : 37.8 (~5.0)
breast 2 expand -V -g1.05 : 35.9 (~4.9)
breast 2 expand -V -g1.1 : 34.5 (~4.8)
breast 2 expand -V -g1.2 : 31.9 (~4.4)
breast 2 expand -V -g1.3 : 29.2 (~3.4)
breast 2 expand -V -g1.4 : 27.5 (~2.8)
breast 2 expand -V -g1.5 : 25.9 (~2.6)
breast 2 expand -V -g1.6 : 29.2 (~2.0)
breast 2 expand -V -g1.7 : 36.9 (~3.9)
breast 2 expand -V -g1.8 : 50.6 (~4.6)
breast 2 expand -V -g1.9 : 95.8 (~9.7)
breast 2 expand -V -g2.0 : 10000.0 (~0.0)
breast 2 momentum -V -m0.05 : 35.1 (~4.9)
breast 2 momentum -V -m0.1 : 32.6 (~4.5)
breast 2 momentum -V -m0.15 : 29.9 (~4.4)
breast 2 momentum -V -m0.2 : 26.4 (~4.3)
breast 2 momentum -V -m0.25 : 24.5 (~2.9)
breast 2 momentum -V -m0.3 : 27.1 (~2.9)
breast 2 momentum -V -m0.35 : 29.9 (~2.4)
breast 2 momentum -V -m0.4 : 33.6 (~1.8)
breast 2 momentum -V -m0.45 : 38.1 (~2.6)
breast 2 momentum -V -m0.5 : 42.4 (~2.2)
breast 2 momentum -V -m0.55 : 49.3 (~2.2)
breast 2 momentum -V -m0.6 : 58.0 (~2.2)
breast 2 momentum -V -m0.65 : 69.1 (~2.5)
breast 2 momentum -V -m0.7 : 84.9 (~4.8)
breast 2 momentum -V -m0.75 : 108.3 (~17.4)
breast 2 momentum -V -m0.8 : 187.7 (~81.4)
breast 2 momentum -V -m0.85 : 9445.0 (~0.0)
breast 2 momentum -V -m0.9 : 10000.0 (~0.0)
breast 2 adaptive -V : 21.1 (~3.2)
breast 2 resilient -V : 54.1 (~22.4)
breast 2 quick -V : 37.1 (~4.6)
iris 3 none -V : 44.7 (~3.2)
iris 3 expand -V -g1.05 : 42.3 (~3.3)
iris 3 expand -V -g1.1 : 40.0 (~4.1)
iris 3 expand -V -g1.2 : 38.4 (~6.0)
iris 3 expand -V -g1.3 : 36.1 (~5.3)
iris 3 expand -V -g1.4 : 31.2 (~2.2)
iris 3 expand -V -g1.5 : 28.8 (~2.7)
iris 3 expand -V -g1.6 : 26.9 (~2.5)
iris 3 expand -V -g1.7 : 31.2 (~1.5)
iris 3 expand -V -g1.8 : 47.5 (~1.8)
iris 3 expand -V -g1.9 : 95.5 (~4.7)
iris 3 expand -V -g2.0 : 10000.0 (~0.0)
iris 3 momentum -V -m0.05 : 41.5 (~3.2)
iris 3 momentum -V -m0.1 : 38.1 (~3.3)
iris 3 momentum -V -m0.15 : 34.9 (~3.7)
iris 3 momentum -V -m0.2 : 33.5 (~6.7)
iris 3 momentum -V -m0.25 : 28.4 (~4.8)
iris 3 momentum -V -m0.3 : 29.6 (~3.9)
iris 3 momentum -V -m0.35 : 33.2 (~4.2)
iris 3 momentum -V -m0.4 : 33.6 (~2.3)
iris 3 momentum -V -m0.45 : 38.3 (~2.4)
iris 3 momentum -V -m0.5 : 43.4 (~2.9)
iris 3 momentum -V -m0.55 : 53.5 (~3.5)
iris 3 momentum -V -m0.6 : 60.3 (~3.7)
iris 3 momentum -V -m0.65 : 78.5 (~7.2)
iris 3 momentum -V -m0.7 : 107.0 (~15.2)
iris 3 momentum -V -m0.75 : 249.2 (~112.6)
iris 3 momentum -V -m0.8 : 1278.0 (~0.0)
iris 3 momentum -V -m0.85 : 10000.0 (~0.0)
iris 3 momentum -V -m0.9 : 10000.0 (~0.0)
iris 3 adaptive -V : 27.1 (~3.2)
iris 3 resilient -V : 308.8 (~215.8)
iris 3 quick -V : 55.6 (~14.4)
wine 3 none -V : 333.8 (~23.5)
wine 3 expand -V -g1.05 : 316.3 (~22.8)
wine 3 expand -V -g1.1 : 299.9 (~21.7)
wine 3 expand -V -g1.2 : 269.8 (~18.5)
wine 3 expand -V -g1.3 : 241.4 (~16.1)
wine 3 expand -V -g1.4 : 221.7 (~19.0)
wine 3 expand -V -g1.5 : 222.7 (~16.9)
wine 3 expand -V -g1.6 : 210.1 (~10.8)
wine 3 expand -V -g1.7 : 195.2 (~13.8)
wine 3 expand -V -g1.8 : 184.2 (~13.1)
wine 3 expand -V -g1.9 : 174.4 (~12.4)
wine 3 expand -V -g2.0 : 10000.0 (~0.0)
wine 3 momentum -V -m0.05 : 314.9 (~22.8)
wine 3 momentum -V -m0.1 : 295.4 (~21.3)
wine 3 momentum -V -m0.15 : 275.5 (~19.8)
wine 3 momentum -V -m0.2 : 254.5 (~17.6)
wine 3 momentum -V -m0.25 : 232.2 (~16.5)
wine 3 momentum -V -m0.3 : 208.7 (~22.4)
wine 3 momentum -V -m0.35 : 194.2 (~14.8)
wine 3 momentum -V -m0.4 : 184.9 (~16.3)
wine 3 momentum -V -m0.45 : 179.1 (~14.2)
wine 3 momentum -V -m0.5 : 170.6 (~12.3)
wine 3 momentum -V -m0.55 : 149.7 (~9.8)
wine 3 momentum -V -m0.6 : 130.1 (~6.9)
wine 3 momentum -V -m0.65 : 110.4 (~6.2)
wine 3 momentum -V -m0.7 : 92.2 (~6.4)
wine 3 momentum -V -m0.75 : 112.2 (~8.7)
wine 3 momentum -V -m0.8 : 182.4 (~39.3)
wine 3 momentum -V -m0.85 : 3241.0 (~0.0)
wine 3 momentum -V -m0.9 : 10000.0 (~0.0)
wine 3 adaptive -V : 175.0 (~11.8)
wine 3 resilient -V : 333.8 (~23.5)
wine 3 quick -V : 325.4 (~18.6)
wine 6 none -V : 358.6 (~21.6)
wine 6 expand -V -g1.05 : 339.8 (~20.9)
wine 6 expand -V -g1.1 : 322.1 (~19.8)
wine 6 expand -V -g1.2 : 289.9 (~16.9)
wine 6 expand -V -g1.3 : 259.1 (~12.5)
wine 6 expand -V -g1.4 : 238.9 (~14.5)
wine 6 expand -V -g1.5 : 248.1 (~15.8)
wine 6 expand -V -g1.6 : 227.5 (~15.6)
wine 6 expand -V -g1.7 : 211.4 (~13.0)
wine 6 expand -V -g1.8 : 197.9 (~11.9)
wine 6 expand -V -g1.9 : 187.5 (~11.2)
wine 6 expand -V -g2.0 : 10000.0 (~0.0)
wine 6 momentum -V -m0.05 : 338.3 (~20.6)
wine 6 momentum -V -m0.1 : 317.6 (~19.4)
wine 6 momentum -V -m0.15 : 296.6 (~17.6)
wine 6 momentum -V -m0.2 : 273.9 (~16.0)
wine 6 momentum -V -m0.25 : 250.6 (~14.0)
wine 6 momentum -V -m0.3 : 228.8 (~10.2)
wine 6 momentum -V -m0.35 : 211.6 (~14.5)
wine 6 momentum -V -m0.4 : 202.8 (~9.6)
wine 6 momentum -V -m0.45 : 197.8 (~12.0)
wine 6 momentum -V -m0.5 : 194.2 (~13.0)
wine 6 momentum -V -m0.55 : 168.6 (~12.0)
wine 6 momentum -V -m0.6 : 144.3 (~10.4)
wine 6 momentum -V -m0.65 : 123.6 (~10.2)
wine 6 momentum -V -m0.7 : 103.0 (~11.9)
wine 6 momentum -V -m0.75 : 121.2 (~12.5)
wine 6 momentum -V -m0.8 : 205.6 (~46.6)
wine 6 momentum -V -m0.85 : 1077.5 (~199.5)
wine 6 momentum -V -m0.9 : 10000.0 (~0.0)
wine 6 adaptive -V : 185.8 (~6.8)
wine 6 resilient -V : 358.6 (~21.6)
wine 6 quick -V : 339.1 (~17.6)