====== PCA + LVQ - Wizualizacje ======

====== rozdzial ======

ww.google.pl


  - dsa
  -  djksla
  - jkdls



==== Ustawienia modelu ====

   Method            lvq+pca
   Initialization    5
   LVQ learnign rate 0.010000
   Attraction force  0.050000
   Max. projections  5
   K range           2 10 20 
   Attraction step   10
   Precision (eps)   0.030000


==== Wyniki uczenia ====

^ Dataset        ^^^  Model  ^^^^^^
|                   |   vec  |  feat  |    acc.  |   #P  |    #K   | 
| appendi           |    106 |      7 |    87.74 |    1.00 |    2.00 |
| australian-statlog  |    690 |     14 |    86.52 |    1.00 |    2.00 |
| bitsymetry15x100  |    100 |     15 |    79.00 |    2.00 |    6.00 |
| bitsymetry20x100  |    100 |     20 |    68.00 |    1.00 |    3.00 |
| breast-cancer-wisconsin-nomis  |    683 |      9 |    96.34 |    1.00 |    2.00 |
| czerniak-trs      |    250 |     14 |    74.80 |    1.00 |    8.00 |
| glass             |    214 |      9 |    64.95 |    1.00 |    6.00 |
| heart-statlog     |    270 |     13 |    82.59 |    1.00 |    2.00 |
| ionosphere        |    200 |     34 |    82.00 |    1.00 |    4.00 |
| iris              |    150 |      4 |    96.67 |    1.00 |    3.00 |
| lbreast-nomis     |    277 |      9 |    75.81 |    1.00 |    2.00 |
| led500            |    500 |      7 |    55.20 |    3.00 |    8.00 |
| monks1            |    124 |      6 |    74.19 |    1.00 |    2.00 |
| monks2            |    169 |      6 |    72.78 |    1.00 |    4.00 |
| monks3            |    122 |      6 |    81.97 |    1.00 |    2.00 |
| parity-10         |   1024 |     10 |    98.24 |    1.00 |    9.00 |
| wine              |    178 |     13 |    95.51 |    2.00 |    3.00 |


=====  Appendicitis =====
 
|{{llvq:vis:pcalvq2:appendi.pca.bgraph.png}}|

===== Australian (statlog) =====

|{{llvq:vis:pcalvq2:australian-statlog.pca.bgraph.png}}|

====== Breast Cancer W. (nomis)  ======

|{{llvq:vis:pcalvq2:breast-cancer-wisconsin-nomis.pca.bgraph.png}}|

===== ionosphere =====

|{{llvq:vis:pcalvq2:ionosphere.pca.bgraph.png}}|

====== Iris ======

|{{llvq:vis:pcalvq2:iris.pca.bgraph.png}}|

====== L. Breast ======

|{{llvq:vis:pcalvq2:lbreast-nomis.pca.bgraph.png}}|

====== Monk's 1 ======

|{{llvq:vis:pcalvq2:monks1.pca.bgraph.png}}|

====== Parity 10 ======

|{{llvq:vis:pcalvq2:parity-10.pca.bgraph.png}}|

====== Wine ======

|{{llvq:vis:pcalvq2:wine.pca.all.scatter.png}}|