fieee_03.res

聚类算法全集以及内附数据集

----- -----
abalone 3 none                :  46.2   (~4.6)
abalone 3 expand       -g1.5  :  31.9   (~3.5)
abalone 3 momentum     -m0.3  :  27.5   (~0.9)
abalone 3 adaptive            :  28.8   (~2.4)
abalone 3 resilient           :  56.9   (~6.2)
abalone 3 quick               :  56.0   (~3.0)

abalone 6 none                : 114.8  (~29.2)
abalone 6 expand       -g1.6  :  72.8   (~9.2)
abalone 6 momentum     -m0.5  :  53.1  (~13.3)
abalone 6 adaptive            :  64.6  (~12.3)
abalone 6 resilient           :  87.6  (~17.9)
abalone 6 quick               : 153.2  (~41.4)

breast  2 none                :  13.2   (~1.6)
breast  2 expand       -g1.2  :   9.9   (~1.0)
breast  2 momentum     -m0.05 :  11.4   (~1.4)
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       -g1.4  :  17.8   (~1.1)
iris    3 momentum     -m0.15 :  18.1   (~1.3)
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       -g1.4  :  20.7   (~2.0)
wine    3 momentum     -m0.1  :  20.6   (~2.2)
wine    3 adaptive            :  17.6   (~1.3)
wine    3 resilient           :  52.0   (~3.5)
wine    3 quick               :  28.9   (~3.6)

wine    6 none                : 490.2  (~72.3)
wine    6 expand       -g1.6  : 299.4  (~63.6)
wine    6 momentum     -m0.75 : 112.8  (~17.1)
wine    6 adaptive            : 259.4  (~55.3)
wine    6 resilient           : 306.9  (~70.6)
wine    6 quick               : 428.2  (~49.7)

----- -v -----
abalone 3 none      -v        :  51.2   (~3.2)
abalone 3 expand    -v -g1.4  :  38.0   (~6.6)
abalone 3 momentum  -v -m0.2  :  39.3   (~3.6)
abalone 3 adaptive  -v        :  30.8   (~1.9)
abalone 3 resilient -v        :  75.7  (~13.0)
abalone 3 quick     -v        :  59.0   (~4.4)

abalone 6 none      -v        : 140.6  (~14.8)
abalone 6 expand    -v -g1.4  : 110.0  (~13.2)
abalone 6 momentum  -v -m0.25 : 127.6  (~13.8)
abalone 6 adaptive  -v        :  82.4   (~6.6)
abalone 6 resilient -v        : 143.2  (~21.7)
abalone 6 quick     -v        : 158.1  (~10.7)

breast  2 none      -v        :  32.6   (~2.7)
breast  2 expand    -v -g1.3  :  23.7   (~2.6)
breast  2 momentum  -v -m0.1  :  26.2   (~3.3)
breast  2 adaptive  -v        :  21.4   (~4.2)
breast  2 resilient -v        :  67.2   (~9.3)
breast  2 quick     -v        :  31.8   (~5.5)

iris    3 none      -v        :  26.6   (~2.4)
iris    3 expand    -v -g1.2  :  21.9   (~1.6)
iris    3 momentum  -v -m0.05 :  27.3   (~3.3)
iris    3 adaptive  -v        :  18.9   (~3.8)
iris    3 resilient -v        :  74.1  (~11.9)
iris    3 quick     -v        :  29.9   (~5.5)

wine    3 none      -v        :  32.6   (~3.0)
wine    3 expand    -v -g1.5  :  22.7   (~2.7)
wine    3 momentum  -v -m0.15 :  24.1   (~2.5)
wine    3 adaptive  -v        :  20.4   (~1.5)
wine    3 resilient -v        :  60.3   (~5.2)
wine    3 quick     -v        :  34.1   (~3.4)

wine    6 none      -v        : 406.0  (~22.0)
wine    6 expand    -v -g1.8  : 226.8  (~20.4)
wine    6 momentum  -v -m0.6  : 173.4  (~29.0)
wine    6 adaptive  -v        : 215.8  (~10.8)
wine    6 resilient -v        : 288.3  (~31.0)
wine    6 quick     -v        : 370.2  (~33.1)

----- -V -----
abalone 3 none      -V        : 201.5  (~68.2)
abalone 3 expand    -V -g1.9  : 107.6  (~29.9)
abalone 3 momentum  -V -m0.65 :  74.0   (~4.6)
abalone 3 adaptive  -V        : 126.4  (~42.6)
abalone 3 resilient -V        : failed
abalone 3 quick     -V        : failed

abalone 6 none      -V        : 370.1  (~41.4)
abalone 6 expand    -V -g1.9  : 196.6  (~26.4)
abalone 6 momentum  -V -m0.7  :  98.9  (~15.9)
abalone 6 adaptive  -V        : 222.8  (~64.7)
abalone 6 resilient -V        : failed
abalone 6 quick     -V        : failed

breast  2 none      -V        : 163.1  (~18.4)
breast  2 expand    -V -g1.8  :  84.2  (~13.4)
breast  2 momentum  -V -m0.55 :  54.5   (~3.0)
breast  2 adaptive  -V        :  74.8   (~7.4)
breast  2 resilient -V        : 144.5  (~29.1)
breast  2 quick     -V        : 122.2  (~17.3)

iris    3 none      -V        : 112.2  (~11.3)
iris    3 expand    -V -g1.8  :  59.0  (~10.0)
iris    3 momentum  -V -m0.5  :  47.6   (~2.4)
iris    3 adaptive  -V        :  57.9   (~6.9)
iris    3 resilient -V        : failed
iris    3 quick     -V        : 235.1 (~140.7)

wine    3 none      -V        : 173.2  (~35.6)
wine    3 expand    -V -g1.8  :  94.5  (~20.2)
wine    3 momentum  -V -m0.6  :  75.2  (~11.3)
wine    3 adaptive  -V        :  94.5  (~18.1)
wine    3 resilient -V        : 171.8  (~35.6)
wine    3 quick     -V        : 179.0  (~37.4)

wine    6 none      -V        : 320.2  (~21.6)
wine    6 expand    -V -g1.9  : 175.4  (~30.4)
wine    6 momentum  -V -m0.55 : 143.2  (~19.2)
wine    6 adaptive  -V        : 170.8  (~28.3)
wine    6 resilient -V        : 320.1  (~21.8)
wine    6 quick     -V        : 301.4  (~27.5)