Kmeans shlukování – Vývoj

Generace 0




Generace 1



Posun centroidů mezi generací 0 → 1:

 - Shluk 0: 7.4963
 - Shluk 1: 6.9104
 - Shluk 2: 6.6642
 - Shluk 3: 9.6904
 - Shluk 4: 7.8967
 - Shluk 5: 4.6283
 - Shluk 6: 6.6474

Generace 2



Posun centroidů mezi generací 1 → 2:

 - Shluk 0: 6.6058
 - Shluk 1: 5.6463
 - Shluk 2: 5.8025
 - Shluk 3: 5.5007
 - Shluk 4: 1.8146
 - Shluk 5: 4.1533
 - Shluk 6: 6.7130

Generace 3



Posun centroidů mezi generací 2 → 3:

 - Shluk 0: 3.3382
 - Shluk 1: 3.3132
 - Shluk 2: 4.8209
 - Shluk 3: 4.1180
 - Shluk 4: 7.1276
 - Shluk 5: 3.6594
 - Shluk 6: 5.1006

Generace 4



Posun centroidů mezi generací 3 → 4:

 - Shluk 0: 2.6336
 - Shluk 1: 3.0022
 - Shluk 2: 5.9793
 - Shluk 3: 4.9113
 - Shluk 4: 6.6755
 - Shluk 5: 6.4293
 - Shluk 6: 3.7204

Generace 5



Posun centroidů mezi generací 4 → 5:

 - Shluk 0: 0.9896
 - Shluk 1: 1.2502
 - Shluk 2: 6.4446
 - Shluk 3: 6.8767
 - Shluk 4: 4.8542
 - Shluk 5: 7.0535
 - Shluk 6: 5.1351

Generace 6



Posun centroidů mezi generací 5 → 6:

 - Shluk 0: 2.1498
 - Shluk 1: 0.5063
 - Shluk 2: 6.7083
 - Shluk 3: 6.6979
 - Shluk 4: 4.8861
 - Shluk 5: 3.6398
 - Shluk 6: 4.7865

Generace 7



Posun centroidů mezi generací 6 → 7:

 - Shluk 0: 2.3046
 - Shluk 1: 3.7580
 - Shluk 2: 6.0883
 - Shluk 3: 5.7558
 - Shluk 4: 4.3462
 - Shluk 5: 2.4224
 - Shluk 6: 6.2630

Generace 8



Posun centroidů mezi generací 7 → 8:

 - Shluk 0: 0.2081
 - Shluk 1: 6.0918
 - Shluk 2: 6.7525
 - Shluk 3: 5.5728
 - Shluk 4: 5.1922
 - Shluk 5: 3.8105
 - Shluk 6: 6.2789

Generace 9



Posun centroidů mezi generací 8 → 9:

 - Shluk 0: 0.1194
 - Shluk 1: 6.5500
 - Shluk 2: 6.6080
 - Shluk 3: 5.6866
 - Shluk 4: 5.3748
 - Shluk 5: 5.1622
 - Shluk 6: 5.7772