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 |