Edytuj stronę Odnośniki Fold/unfold all ODT export Ta strona jest tylko do odczytu. Możesz wyświetlić źródła tej strony ale nie możesz ich zmienić. ====== PCA + LVQ1 - Test 10CV ====== ^ Dataset ^^^ PCA/LVQ1 ^^^^^^ | | vec | feat | acc. | std. | #P | std. | #K | std. | | Appendicities | 106 | 7 | **82.18** | 7.43 | 1.00 | 0.00 | 3.10 | 1.37 | | Australian | 690 | 14 | **86.08** | 4.07 | 1.00 | 0.00 | 2.00 | 0.00 | | BitSymetry15 | 100 | 15 | **53.00** | 14.87 | 2.00 | 0.77 | 4.30 | 2.33 | | BitSymetry20 | 100 | 20 | **58.00** | 9.80 | 1.90 | 0.83 | 4.20 | 1.25 | | Breast Cancer W. (nomis) | 683 | 9 | **96.19** | 2.10 | 1.00 | 0.00 | 2.00 | 0.00 | | Czerniak (trs) | 250 | 14 | **70.77** | 8.98 | 1.70 | 0.64 | 4.30 | 0.64 | | Glass | 214 | 9 | **58.92** | 7.30 | 1.40 | 0.66 | 4.00 | 0.45 | | Heart | 270 | 13 | **80.74** | 9.04 | 1.00 | 0.00 | 2.00 | 0.00 | | Ionosphere | 200 | 34 | **75.52** | 8.47 | 1.10 | 0.30 | 3.50 | 0.81 | | Iris | 150 | 4 | **94.67** | 4.00 | 1.00 | 0.00 | 3.00 | 0.00 | | L. Breast (nomis) | 277 | 9 | **74.03** | 6.91 | 1.00 | 0.00 | 2.10 | 0.30 | | Led500 | 500 | 7 | **45.51** | 8.60 | 1.50 | 0.67 | 8.20 | 1.08 | | Parity 10 | 1024 | 10 | **97.56** | 0.78 | 1.00 | 0.00 | 7.50 | 0.67 | | Parity 8 | 256 | 8 | **96.88** | 3.81 | 1.00 | 0.00 | 6.70 | 0.46 | | Voting | 435 | 16 | **90.57** | 5.52 | 1.30 | 0.46 | 2.50 | 0.92 | | Wine | 178 | 13 | **94.90** | 4.71 | 2.00 | 0.00 | 3.00 | 0.00 | ===== Ustawienia ===== Network parameters 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 ===== 10x10CV ===== ^ Dataset ^^^ QPC/LVQ1 ^^^^^^ SVM ^^ MLP ^^ 1-NN ^^ | | vec | feat | acc. | std. | #P | std. | # K | std. | acc. | std. | acc. | std. | acc. | std. | | Appendicities | 106 | 7 | **85.70** | 1.89 | 1.03 | 0.05 | 2.96 | 0.63 | | Australian | 690 | 14 | **86.09** | 0.77 | 1.00 | 0.00 | 2.00 | 0.00 | | Brest | 683 | 9 | **97.16** | 0.19 | 1.00 | 0.00 | 2.00 | 0.00 | | Breast (Wisconsin) | 683 | 9 | **97.22** | 0.16 | 1.00 | 0.00 | 2.00 | 0.00 | | Czerniak-trs | 250 | 14 | **72.36** | 2.40 | 1.51 | 0.17 | 4.17 | 0.19 | | Glass | 214 | 9 | **58.02** | 2.49 | 1.12 | 0.06 | 4.78 | 0.29 | | Heart | 270 | 13 | **81.48** | 0.76 | 1.06 | 0.07 | 2.00 | 0.00 | | Ionosphere | 200 | 34 | **78.40** | 1.81 | 1.12 | 0.08 | 3.92 | 0.26 | | Iris | 150 | 4 | | | | | | | --- //Marek 2009/03/17 15:58//