cluster.out

聚类算法全集以及内附数据集

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abalone 3 none : 46.2 (~4.6)
abalone 3 expand -g1.05 : 45.4 (~2.6)
abalone 3 expand -g1.1 : 42.5 (~2.8)
abalone 3 expand -g1.2 : 39.0 (~3.4)
abalone 3 expand -g1.3 : 36.5 (~2.5)
abalone 3 expand -g1.4 : 33.5 (~2.8)
abalone 3 expand -g1.5 : 31.9 (~3.5)
abalone 3 expand -g1.6 : 32.3 (~1.8)
abalone 3 expand -g1.7 : 41.5 (~0.7)
abalone 3 expand -g1.8 : 65.3 (~1.0)
abalone 3 expand -g1.9 : 135.4 (~3.3)
abalone 3 expand -g2.0 : 10000.0 (~0.0)
abalone 3 momentum -m0.05 : 44.5 (~4.6)
abalone 3 momentum -m0.1 : 42.8 (~2.6)
abalone 3 momentum -m0.15 : 39.2 (~2.1)
abalone 3 momentum -m0.2 : 35.6 (~2.0)
abalone 3 momentum -m0.25 : 31.6 (~1.5)
abalone 3 momentum -m0.3 : 27.5 (~0.9)
abalone 3 momentum -m0.35 : 31.0 (~0.6)
abalone 3 momentum -m0.4 : 35.5 (~1.0)
abalone 3 momentum -m0.45 : 40.1 (~0.9)
abalone 3 momentum -m0.5 : 46.8 (~1.5)
abalone 3 momentum -m0.55 : 53.6 (~1.4)
abalone 3 momentum -m0.6 : 62.9 (~1.7)
abalone 3 momentum -m0.65 : 74.8 (~2.6)
abalone 3 momentum -m0.7 : 89.4 (~2.2)
abalone 3 momentum -m0.75 : 110.8 (~3.5)
abalone 3 momentum -m0.8 : 142.3 (~4.2)
abalone 3 momentum -m0.85 : 194.7 (~4.1)
abalone 3 momentum -m0.9 : 293.9 (~5.8)
abalone 3 adaptive : 28.8 (~2.4)
abalone 3 resilient : 56.9 (~6.2)
abalone 3 quick : 56.2 (~3.2)
abalone 6 none : 114.8 (~29.2)
abalone 6 expand -g1.05 : 98.0 (~13.1)
abalone 6 expand -g1.1 : 100.2 (~8.7)
abalone 6 expand -g1.2 : 90.5 (~12.2)
abalone 6 expand -g1.3 : 87.5 (~8.6)
abalone 6 expand -g1.4 : 80.8 (~17.9)
abalone 6 expand -g1.5 : 75.6 (~6.8)
abalone 6 expand -g1.6 : 72.8 (~9.2)
abalone 6 expand -g1.7 : 76.5 (~17.0)
abalone 6 expand -g1.8 : 72.5 (~13.0)
abalone 6 expand -g1.9 : 134.4 (~5.0)
abalone 6 expand -g2.0 : 7791.0 (~0.0)
abalone 6 momentum -m0.05 : 106.2 (~12.2)
abalone 6 momentum -m0.1 : 99.2 (~15.1)
abalone 6 momentum -m0.15 : 91.8 (~12.6)
abalone 6 momentum -m0.2 : 92.4 (~21.7)
abalone 6 momentum -m0.25 : 79.0 (~11.7)
abalone 6 momentum -m0.3 : 70.2 (~12.2)
abalone 6 momentum -m0.35 : 68.4 (~5.9)
abalone 6 momentum -m0.4 : 61.8 (~7.9)
abalone 6 momentum -m0.45 : 54.9 (~4.9)
abalone 6 momentum -m0.5 : 53.1 (~13.3)
abalone 6 momentum -m0.55 : 56.2 (~3.6)
abalone 6 momentum -m0.6 : 65.8 (~7.5)
abalone 6 momentum -m0.65 : 77.0 (~5.2)
abalone 6 momentum -m0.7 : 92.9 (~4.2)
abalone 6 momentum -m0.75 : 114.8 (~6.4)
abalone 6 momentum -m0.8 : 144.3 (~4.0)
abalone 6 momentum -m0.85 : 195.8 (~3.5)
abalone 6 momentum -m0.9 : 301.8 (~5.2)
abalone 6 adaptive : 64.6 (~12.3)
abalone 6 resilient : 87.6 (~17.9)
abalone 6 quick : 144.8 (~35.8)
breast 2 none : 13.2 (~1.6)
breast 2 expand -g1.05 : 12.1 (~1.7)
breast 2 expand -g1.1 : 11.2 (~1.2)
breast 2 expand -g1.2 : 9.9 (~1.0)
breast 2 expand -g1.3 : 12.5 (~0.7)
breast 2 expand -g1.4 : 15.9 (~0.6)
breast 2 expand -g1.5 : 20.6 (~0.7)
breast 2 expand -g1.6 : 27.8 (~1.1)
breast 2 expand -g1.7 : 39.3 (~1.6)
breast 2 expand -g1.8 : 61.2 (~2.2)
breast 2 expand -g1.9 : 124.0 (~4.2)
breast 2 expand -g2.0 : 2166.0 (~0.0)
breast 2 momentum -m0.05 : 11.4 (~1.4)
breast 2 momentum -m0.1 : 14.4 (~1.2)
breast 2 momentum -m0.15 : 16.9 (~1.0)
breast 2 momentum -m0.2 : 19.4 (~1.2)
breast 2 momentum -m0.25 : 22.4 (~1.1)
breast 2 momentum -m0.3 : 25.6 (~1.5)
breast 2 momentum -m0.35 : 29.1 (~1.3)
breast 2 momentum -m0.4 : 32.8 (~1.2)
breast 2 momentum -m0.45 : 37.1 (~0.8)
breast 2 momentum -m0.5 : 42.8 (~1.3)
breast 2 momentum -m0.55 : 49.7 (~1.1)
breast 2 momentum -m0.6 : 57.6 (~0.7)
breast 2 momentum -m0.65 : 68.0 (~1.7)
breast 2 momentum -m0.7 : 81.8 (~1.7)
breast 2 momentum -m0.75 : 101.5 (~2.2)
breast 2 momentum -m0.8 : 130.2 (~2.2)
breast 2 momentum -m0.85 : 178.2 (~3.5)
breast 2 momentum -m0.9 : 275.7 (~6.0)
breast 2 adaptive : 10.6 (~1.3)
breast 2 resilient : 46.8 (~3.5)
breast 2 quick : 13.8 (~2.8)
iris 3 none : 26.3 (~3.1)
iris 3 expand -g1.05 : 25.1 (~2.5)
iris 3 expand -g1.1 : 23.9 (~1.8)
iris 3 expand -g1.2 : 21.1 (~2.2)
iris 3 expand -g1.3 : 19.4 (~1.6)
iris 3 expand -g1.4 : 17.8 (~1.1)
iris 3 expand -g1.5 : 19.2 (~0.6)
iris 3 expand -g1.6 : 25.7 (~1.0)
iris 3 expand -g1.7 : 36.1 (~1.7)
iris 3 expand -g1.8 : 55.9 (~3.2)
iris 3 expand -g1.9 : 109.9 (~8.8)
iris 3 expand -g2.0 : 1130.0 (~0.0)
iris 3 momentum -m0.05 : 24.2 (~2.2)
iris 3 momentum -m0.1 : 21.6 (~1.6)
iris 3 momentum -m0.15 : 18.1 (~1.3)
iris 3 momentum -m0.2 : 19.1 (~1.5)
iris 3 momentum -m0.25 : 21.6 (~1.0)
iris 3 momentum -m0.3 : 24.8 (~0.8)
iris 3 momentum -m0.35 : 28.1 (~0.6)
iris 3 momentum -m0.4 : 31.7 (~0.6)
iris 3 momentum -m0.45 : 36.3 (~0.7)
iris 3 momentum -m0.5 : 41.6 (~1.1)
iris 3 momentum -m0.55 : 48.5 (~1.7)
iris 3 momentum -m0.6 : 56.4 (~1.2)
iris 3 momentum -m0.65 : 66.8 (~2.0)
iris 3 momentum -m0.7 : 79.5 (~1.6)
iris 3 momentum -m0.75 : 98.4 (~1.3)
iris 3 momentum -m0.8 : 126.0 (~2.2)
iris 3 momentum -m0.85 : 173.1 (~3.1)
iris 3 momentum -m0.9 : 266.7 (~4.1)
iris 3 adaptive : 16.1 (~1.6)
iris 3 resilient : 48.1 (~3.1)
iris 3 quick : 27.9 (~2.5)
wine 3 none : 27.4 (~2.2)
wine 3 expand -g1.05 : 26.1 (~2.0)
wine 3 expand -g1.1 : 25.1 (~2.2)
wine 3 expand -g1.2 : 23.6 (~2.6)
wine 3 expand -g1.3 : 22.4 (~2.8)
wine 3 expand -g1.4 : 20.7 (~2.0)
wine 3 expand -g1.5 : 21.3 (~1.2)
wine 3 expand -g1.6 : 27.6 (~0.8)
wine 3 expand -g1.7 : 38.5 (~0.8)
wine 3 expand -g1.8 : 59.6 (~1.5)
wine 3 expand -g1.9 : 117.9 (~4.0)
wine 3 expand -g2.0 : 10000.0 (~0.0)
wine 3 momentum -m0.05 : 24.6 (~1.9)
wine 3 momentum -m0.1 : 20.6 (~2.2)
wine 3 momentum -m0.15 : 22.6 (~2.9)
wine 3 momentum -m0.2 : 24.5 (~2.9)
wine 3 momentum -m0.25 : 28.1 (~4.6)
wine 3 momentum -m0.3 : 29.4 (~2.8)
wine 3 momentum -m0.35 : 32.5 (~2.6)
wine 3 momentum -m0.4 : 35.8 (~1.7)
wine 3 momentum -m0.45 : 41.4 (~3.7)
wine 3 momentum -m0.5 : 45.9 (~2.3)
wine 3 momentum -m0.55 : 52.0 (~1.8)
wine 3 momentum -m0.6 : 60.0 (~1.9)
wine 3 momentum -m0.65 : 69.7 (~0.6)
wine 3 momentum -m0.7 : 83.3 (~1.1)
wine 3 momentum -m0.75 : 103.2 (~0.9)
wine 3 momentum -m0.8 : 132.3 (~1.9)
wine 3 momentum -m0.85 : 181.8 (~1.7)
wine 3 momentum -m0.9 : 279.9 (~2.9)
wine 3 adaptive : 17.6 (~1.3)
wine 3 resilient : 52.0 (~3.5)
wine 3 quick : 28.9 (~3.7)
wine 6 none : 490.2 (~72.3)
wine 6 expand -g1.05 : 472.9 (~78.3)
wine 6 expand -g1.1 : 467.2 (~94.8)
wine 6 expand -g1.2 : 432.1 (~66.4)
wine 6 expand -g1.3 : 429.4 (~105.3)
wine 6 expand -g1.4 : 366.8 (~76.7)
wine 6 expand -g1.5 : 319.4 (~39.5)
wine 6 expand -g1.6 : 299.4 (~63.6)
wine 6 expand -g1.7 : 301.2 (~54.0)
wine 6 expand -g1.8 : 285.2 (~55.8)
wine 6 expand -g1.9 : 269.7 (~43.6)
wine 6 expand -g2.0 : 1580.0 (~0.0)
wine 6 momentum -m0.05 : 472.2 (~77.6)
wine 6 momentum -m0.1 : 482.1 (~131.1)
wine 6 momentum -m0.15 : 446.5 (~93.6)
wine 6 momentum -m0.2 : 445.4 (~113.6)
wine 6 momentum -m0.25 : 404.6 (~83.9)
wine 6 momentum -m0.3 : 356.9 (~58.2)
wine 6 momentum -m0.35 : 313.1 (~64.6)
wine 6 momentum -m0.4 : 301.4 (~63.6)
wine 6 momentum -m0.45 : 270.9 (~51.6)
wine 6 momentum -m0.5 : 271.3 (~71.6)
wine 6 momentum -m0.55 : 205.8 (~21.6)
wine 6 momentum -m0.6 : 185.1 (~33.9)
wine 6 momentum -m0.65 : 147.1 (~26.4)
wine 6 momentum -m0.7 : 120.3 (~33.3)
wine 6 momentum -m0.75 : 112.8 (~17.1)
wine 6 momentum -m0.8 : 134.8 (~5.9)
wine 6 momentum -m0.85 : 184.6 (~6.5)
wine 6 momentum -m0.9 : 281.3 (~3.6)
wine 6 adaptive : 259.4 (~55.3)
wine 6 resilient : 306.9 (~70.6)
wine 6 quick : 430.9 (~54.0)
----- -v -----
abalone 3 none -v : 51.2 (~3.2)
abalone 3 expand -v -g1.05 : 51.2 (~3.2)
abalone 3 expand -v -g1.1 : 51.1 (~3.2)
abalone 3 expand -v -g1.2 : 50.8 (~3.7)
abalone 3 expand -v -g1.3 : 43.9 (~12.4)
abalone 3 expand -v -g1.4 : 41.0 (~13.6)
abalone 3 expand -v -g1.5 : 37.9 (~14.2)
abalone 3 expand -v -g1.6 : 32.5 (~15.1)
abalone 3 expand -v -g1.7 : 33.0 (~15.2)
abalone 3 expand -v -g1.8 : 34.3 (~14.3)
abalone 3 expand -v -g1.9 : 41.9 (~16.6)
abalone 3 expand -v -g2.0 : 496.1 (~335.8)
abalone 3 momentum -v -m0.05 : 51.2 (~3.4)
abalone 3 momentum -v -m0.1 : 51.2 (~3.7)
abalone 3 momentum -v -m0.15 : 51.2 (~3.7)
abalone 3 momentum -v -m0.2 : 51.1 (~3.6)
abalone 3 momentum -v -m0.25 : 51.0 (~3.6)
abalone 3 momentum -v -m0.3 : 48.7 (~8.0)
abalone 3 momentum -v -m0.35 : 45.0 (~11.2)
abalone 3 momentum -v -m0.4 : 43.9 (~11.2)
abalone 3 momentum -v -m0.45 : 43.9 (~11.0)
abalone 3 momentum -v -m0.5 : 44.5 (~10.1)
abalone 3 momentum -v -m0.55 : 47.0 (~8.5)
abalone 3 momentum -v -m0.6 : 50.1 (~6.5)
abalone 3 momentum -v -m0.65 : 54.3 (~3.8)
abalone 3 momentum -v -m0.7 : 62.4 (~3.6)
abalone 3 momentum -v -m0.75 : 90.7 (~68.4)
abalone 3 momentum -v -m0.8 : 2810.0 (~0.0)
abalone 3 momentum -v -m0.85 : 3377.0 (~0.0)
abalone 3 momentum -v -m0.9 : 5104.5 (~4895.5)
abalone 3 adaptive -v : 50.9 (~3.3)
abalone 3 resilient -v : 222.9 (~68.3)
abalone 3 quick -v : 50.8 (~3.3)
abalone 6 none -v : 140.2 (~15.2)
abalone 6 expand -v -g1.05 : 139.4 (~15.7)
abalone 6 expand -v -g1.1 : 139.2 (~16.2)
abalone 6 expand -v -g1.2 : 141.1 (~13.7)
abalone 6 expand -v -g1.3 : 123.8 (~32.9)
abalone 6 expand -v -g1.4 : 116.8 (~37.0)
abalone 6 expand -v -g1.5 : 109.9 (~38.2)
abalone 6 expand -v -g1.6 : 81.5 (~33.3)
abalone 6 expand -v -g1.7 : 68.4 (~20.4)
abalone 6 expand -v -g1.8 : 61.8 (~12.0)
abalone 6 expand -v -g1.9 : 62.4 (~11.0)
abalone 6 expand -v -g2.0 : 352.4 (~162.1)
abalone 6 momentum -v -m0.05 : 140.4 (~14.6)
abalone 6 momentum -v -m0.1 : 140.3 (~14.3)
abalone 6 momentum -v -m0.15 : 139.3 (~15.0)
abalone 6 momentum -v -m0.2 : 140.8 (~13.3)
abalone 6 momentum -v -m0.25 : 141.2 (~12.7)
abalone 6 momentum -v -m0.3 : 134.9 (~22.7)
abalone 6 momentum -v -m0.35 : 124.7 (~31.5)
abalone 6 momentum -v -m0.4 : 125.9 (~30.6)
abalone 6 momentum -v -m0.45 : 122.2 (~32.3)
abalone 6 momentum -v -m0.5 : 116.5 (~37.5)
abalone 6 momentum -v -m0.55 : 112.1 (~39.5)
abalone 6 momentum -v -m0.6 : 104.3 (~39.9)
abalone 6 momentum -v -m0.65 : 103.5 (~36.5)
abalone 6 momentum -v -m0.7 : 103.5 (~36.1)
abalone 6 momentum -v -m0.75 : 111.7 (~73.4)
abalone 6 momentum -v -m0.8 : 1363.0 (~1779.1)
abalone 6 momentum -v -m0.85 : 10000.0 (~0.0)
abalone 6 momentum -v -m0.9 : 10000.0 (~0.0)
abalone 6 adaptive -v : 139.8 (~16.1)
abalone 6 resilient -v : 484.8 (~141.2)
abalone 6 quick -v : 141.9 (~13.6)
breast 2 none -v : 30.6 (~2.7)
breast 2 expand -v -g1.05 : 29.4 (~2.7)
breast 2 expand -v -g1.1 : 27.9 (~2.9)
breast 2 expand -v -g1.2 : 25.8 (~3.1)
breast 2 expand -v -g1.3 : 24.3 (~3.2)
breast 2 expand -v -g1.4 : 23.1 (~2.0)
breast 2 expand -v -g1.5 : 22.2 (~1.9)
breast 2 expand -v -g1.6 : 21.2 (~1.8)
breast 2 expand -v -g1.7 : 21.5 (~1.4)
breast 2 expand -v -g1.8 : 28.3 (~5.9)
breast 2 expand -v -g1.9 : 46.2 (~10.1)
breast 2 expand -v -g2.0 : 151.6 (~49.6)
breast 2 momentum -v -m0.05 : 28.5 (~2.7)
breast 2 momentum -v -m0.1 : 26.2 (~3.4)
breast 2 momentum -v -m0.15 : 24.0 (~2.6)
breast 2 momentum -v -m0.2 : 21.1 (~2.3)
breast 2 momentum -v -m0.25 : 18.7 (~1.7)
breast 2 momentum -v -m0.3 : 21.1 (~1.8)
breast 2 momentum -v -m0.35 : 23.4 (~1.7)
breast 2 momentum -v -m0.4 : 26.4 (~1.7)
breast 2 momentum -v -m0.45 : 29.2 (~1.9)
breast 2 momentum -v -m0.5 : 33.5 (~2.1)
breast 2 momentum -v -m0.55 : 38.0 (~3.4)
breast 2 momentum -v -m0.6 : 43.0 (~3.2)
breast 2 momentum -v -m0.65 : 50.6 (~4.6)
breast 2 momentum -v -m0.7 : 58.7 (~6.1)
breast 2 momentum -v -m0.75 : 69.8 (~8.1)
breast 2 momentum -v -m0.8 : 97.3 (~45.0)
breast 2 momentum -v -m0.85 : 138.2 (~42.9)
breast 2 momentum -v -m0.9 : 276.2 (~130.8)
breast 2 adaptive -v : 19.2 (~1.8)
breast 2 resilient -v : 83.8 (~13.1)
breast 2 quick -v : 30.6 (~3.5)