I have run the clustering program using 'weka' and attach the results................
It would appear that I misunderstood exactly what data is used as input
I see the centroid detail is listed for all 25 clusters
Still don't understand what the 'plots' are supposed to represent.................
Bob M
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=== Run information ===
Scheme: weka.clusterers.SimpleKMeans -init 0 -max-candidates 100 -periodic-pruning 10000 -min-density 2.0 -t1 -1.25 -t2 -1.0 -N 25 -A "weka.core.EuclideanDistance -R first-last" -I 1500 -O -num-slots 1 -S 10
Relation: training data for clustering
Instances: 62398
Attributes: 5
candle1
candle2
candle3
candle4
candle5
Test mode: evaluate on training data
=== Clustering model (full training set) ===
kMeans
======
Number of iterations: 305
Within cluster sum of squared errors: 40.4800242793637
Initial starting points (random):
Cluster 0: 1.299835,1.300345,1.300785,1.30009,1.29988
Cluster 1: 1.27397,1.27326,1.273875,1.274155,1.27383
Cluster 2: 1.04852,1.048515,1.047415,1.044785,1.04184
Cluster 3: 1.320755,1.319405,1.320255,1.320405,1.319805
Cluster 4: 1.05213,1.05485,1.06014,1.06159,1.05983
Cluster 5: 1.07149,1.072655,1.07323,1.07319,1.07297
Cluster 6: 1.32235,1.321235,1.32268,1.32406,1.327885
Cluster 7: 1.270845,1.27002,1.268925,1.268755,1.269575
Cluster 8: 1.1214,1.12092,1.12134,1.122095,1.123355
Cluster 9: 1.236225,1.234665,1.23408,1.233875,1.232735
Cluster 10: 1.13779,1.137765,1.138005,1.137455,1.13767
Cluster 11: 1.246405,1.24627,1.24538,1.24439,1.24281
Cluster 12: 1.301975,1.30129,1.300455,1.29885,1.29567
Cluster 13: 1.259345,1.258585,1.259065,1.258975,1.258805
Cluster 14: 1.256445,1.25648,1.256605,1.2564,1.25641
Cluster 15: 1.34786,1.348435,1.348945,1.350235,1.35125
Cluster 16: 1.11622,1.11517,1.113335,1.11363,1.113705
Cluster 17: 1.159115,1.158445,1.157015,1.15705,1.157695
Cluster 18: 1.31252,1.31206,1.31201,1.31192,1.31207
Cluster 19: 1.15592,1.156625,1.15649,1.156315,1.15637
Cluster 20: 1.23376,1.23418,1.233805,1.234075,1.23443
Cluster 21: 1.394965,1.39582,1.396385,1.39644,1.395775
Cluster 22: 1.124785,1.123835,1.123435,1.12349,1.123675
Cluster 23: 1.350355,1.356245,1.35782,1.357865,1.35726
Cluster 24: 1.047995,1.04722,1.046575,1.046925,1.04713
Missing values globally replaced with mean/mode
Final cluster centroids:
Cluster#
Attribute Full Data 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
(62398.0) (3497.0) (3645.0) (471.0) (3543.0) (1411.0) (2274.0) (2397.0) (3112.0) (3350.0) (2382.0) (2743.0) (1894.0) (3465.0) (2201.0) (1771.0) (2643.0) (2082.0) (2607.0) (4634.0) (2408.0) (1336.0) (1574.0) (2711.0) (2351.0) (1896.0)
=========================================================================================================================================================================================================================================================================================================
candle1 1.2585 1.3383 1.3073 1.0465 1.374 1.0742 1.0892 1.3933 1.2922 1.1169 1.2263 1.1401 1.241 1.3224 1.2752 1.2577 1.4191 1.1024 1.1784 1.3575 1.1618 1.1971 1.4852 1.1287 1.4444 1.0612
candle2 1.2585 1.3383 1.3073 1.0465 1.374 1.0742 1.0892 1.3933 1.2922 1.1168 1.2263 1.1401 1.241 1.3223 1.2752 1.2577 1.4191 1.1024 1.1784 1.3574 1.1618 1.197 1.4852 1.1288 1.4445 1.0612
candle3 1.2585 1.3383 1.3073 1.0464 1.374 1.0743 1.0892 1.3933 1.2922 1.1168 1.2263 1.1402 1.241 1.3223 1.2752 1.2577 1.419 1.1024 1.1784 1.3574 1.1618 1.197 1.4852 1.1288 1.4445 1.0611
candle4 1.2585 1.3383 1.3073 1.0465 1.374 1.0743 1.0892 1.3933 1.2922 1.1168 1.2263 1.1401 1.241 1.3224 1.2752 1.2576 1.419 1.1024 1.1784 1.3574 1.1618 1.197 1.4852 1.1288 1.4445 1.0611
candle5 1.2585 1.3382 1.3073 1.0465 1.374 1.0742 1.0892 1.3932 1.2922 1.1169 1.2263 1.1401 1.241 1.3224 1.2752 1.2577 1.4191 1.1024 1.1784 1.3574 1.1618 1.197 1.4851 1.1287 1.4444 1.0612
Time taken to build model (full training data) : 10.89 seconds
=== Model and evaluation on training set ===
Clustered Instances
0 3497 ( 6%)
1 3645 ( 6%)
2 471 ( 1%)
3 3543 ( 6%)
4 1411 ( 2%)
5 2274 ( 4%)
6 2397 ( 4%)
7 3112 ( 5%)
8 3350 ( 5%)
9 2382 ( 4%)
10 2743 ( 4%)
11 1894 ( 3%)
12 3465 ( 6%)
13 2201 ( 4%)
14 1771 ( 3%)
15 2643 ( 4%)
16 2082 ( 3%)
17 2607 ( 4%)
18 4634 ( 7%)
19 2408 ( 4%)
20 1336 ( 2%)
21 1574 ( 3%)
22 2711 ( 4%)
23 2351 ( 4%)
24 1896 ( 3%)
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