-- listing properties --
DATA=iris.data
K=3
NB=10
DBASE=../datasets/
ALPHA=0.2
----------------------------
cnt = 150, dim = 4
----------------------------
Distribution of attr. 0
---------------------
[4.66 5.0]	23
[5.380000000000001 6.8]	87

Distribution of attr. 1
---------------------
[2.4800000000000004 3.4]	115

Distribution of attr. 2
---------------------
[1.0 1.5]	37
[3.95 5.7]	73

Distribution of attr. 3
---------------------
[0.1 0.3]	41
[1.3 1.5]	33
[1.78 2.0]	23

************************
Round 0
# of outer iterations: 10
Trees/Comparions : 1/0
Trees/Comparions : 3/3
{0, 1, 2} with support 62
updated !
Trees/Comparions : 1/1
Trees/Comparions : 1/1
Trees/Comparions : 4/4
Trees/Comparions : 1/1
Trees/Comparions : 1/1
Trees/Comparions : 3/3
Trees/Comparions : 1/1
Trees/Comparions : 1/1
0 {0, 1, 2} 62 88
Asgn Clus. (avg max)=0.28774261045570176 0.5279778615965577
# of outer iterations: 4
Trees/Comparions : 2/2
{2, 3} with support 33
updated !
Trees/Comparions : 3/2
Trees/Comparions : 3/2
Trees/Comparions : 3/2
1 {2, 3} 33 27
Asgn Clus. (avg max)=0.04726257015414505 0.13521600750035573
original k=2
      Iris-setosaIris-versicolorIris-virginica
C0         0    44    46
C1        40     0     0
Out       10     6     4
Outliers: 13.333333333333334%
Accuracy: 66.15384615384615%

C0 Mu=10.044987114809828
C1 Mu=6.461468176353717
3.583518938456111 1 0
Pruned left. k=2
      Iris-setosaIris-versicolorIris-virginica
C0         0    44    46
C1        40     0     0
Out       10     6     4
Outliers: 13.333333333333334%
Accuracy: 66.15384615384615%

C0 Mu=10.044987114809828
C1 Mu=6.461468176353717
C0 Mu=9.672311829524654
C1 Mu=6.269096283706261
***Final***

RawClus
0: {0, 1, 2, 3} with 62
1: {2, 3} with 33
      Iris-setosaIris-versicolorIris-virginica
C0         0    33    29
C1        33     0     0
Out       17    17    21
Outliers: 36.666666666666664%
Accuracy: 69.47368421052632%


FineClus
0: {0, 1, 2, 3} with 90
1: {2, 3} with 40
      Iris-setosaIris-versicolorIris-virginica
C0         0    44    46
C1        40     0     0
Out       10     6     4
Outliers: 13.333333333333334%
Accuracy: 66.15384615384615%


MergeClus
0: {0, 1, 2, 3} with 90
1: {2, 3} with 40
      Iris-setosaIris-versicolorIris-virginica
C0         0    44    46
C1        40     0     0
Out       10     6     4
Outliers: 13.333333333333334%
Accuracy: 66.15384615384615%


FinalClus
0: {0, 1, 2, 3} with 90
1: {2, 3} with 50
      Iris-setosaIris-versicolorIris-virginica
C0         0    44    46
C1        50     0     0
Out        0     6     4
Outliers: 6.666666666666667%
Accuracy: 68.57142857142857%


~~~~~~~~~~~~~~~~~~~~~~~
0 : 68.57142857142857 6.666666666666667
Avg. Accuracy % 68.57142857142857
Avg. Outlier % 6.666666666666667
time (sec): 0.49
