% 1. Title: meta-data
%
% 2. Sources:
% (a) Creator:
% LIACC - University of Porto
% R.Campo Alegre 823
% 4150 PORTO
% (b) Donor: P.B.Brazdil or J.Gama Tel.: +351 600 1672
% LIACC, University of Porto Fax.: +351 600 3654
% Rua Campo Alegre 823 Email: statlog-adm@ncc.up.pt
% 4150 Porto, Portugal
% (c) Date: March, 1996
%
% (d) Acknowlegements:
% LIACC wishes to thank Commission of European Communities
% for their support. Also, we wish to thank the following partners
% for providing the individual test results:
%
% - Dept. of Statistics, University of Strathclyde, Glasgow, UK
% - Dept. of Statistics, University of Leeds, UK
% - Aston University, Birmingham, UK
% - Forschungszentrum Ulm, Daimler-Benz AG, Germany
% - Brainware GmbH, Berlin, Germany
% - Frauenhofer Gesellschaft IITB-EPO, Berlin, Germany
% - Institut fuer Kybernetik, Bochum, Germany
% - ISoft, Gif sur Yvette, France
% - Dept. of CS and AI, University of Granada, Spain
%
%
% 3. Past Usage:
%
%
% Meta-Data was used in order to give advice about which classification
% method is appropriate for a particular dataset.
% This work is described in:
%
% -"Machine Learning, Neural and Statistical Learning"
% Eds. D.Michie,D.J.Spiegelhalter and C.Taylor
% Ellis Horwood-1994
%
% - "Characterizing the Applicability of
% Classification Algorithms Using Meta-Level Learning",
% P. Brazdil, J.Gama and B.Henery:
% in Proc. of Machine Learning - ECML-94,
% ed. F.Bergadano and L.de Raedt,LNAI Vol.784 Springer-Verlag.
%
% -"Characterization of Classification Algorithms"
% J.Gama, P.Brazdil
% in Proc. of EPIA 95, LNAI Vol.990
% Springer-Verlag, 1995
%
%
% 4. Relevant Information:n
% This DataSet is about the results of Statlog project.
% The project performed a comparative study between Statistical, Neural
% and Symbolic learning algorithms.
%
% Project StatLog (Esprit Project 5170) was concerned with comparative
% studies of different machine learning, neural and statistical
% classification algorithms. About 20 different algorithms were
% evaluated on more than 20 different datasets. The tests carried out
% under project produced many interesting results.
%
% Algorithms DataSets
% ------------------------- --------------------------
% C4.5 NewId Credit_Austr Belgian
% AC2 CART Chromosome Credit_Man
% IndCART Cal5 CUT DNA
% CN2 ITRule Diabetes Digits44
% Discrim QuaDisc Credit_German Faults
% LogDisc ALLOC80 Head Heart
% kNN SMART KLDigits Letters
% BayesTree CASTLE New_Belgian Sat_Image
% DIPLO92 RBF Segment Shuttle
% LVQ Backprop Technical TseTse
% Kohonen Vehicle
%
%
% The results of these tests are comprehensively described in a book
% (D.Michie et.al, 1994).
%
% 5. Number of Instances: 528
%
% 6. Number of Attributes: 22 (including an Id#) plus the class attribute
% -- all but two attributes are continuously valued
%
% 7. Attribute Information:
% 1. DS_Name categorical Name of DataSet
% 2. T continuous Number of examples in test set
% 3. N continuous Number of examples
% 4. p continuous Number of attributes
% 5. k continuous Number of classes
% 6. Bin continuous Number of binary Attributes
% 7. Cost continuous Cost (1=yes,0=no)
% 8. SDratio continuous Standard deviation ratio
% 9. correl continuous Mean correlation between attributes
% 10. cancor1 continuous First canonical correlation
% 11. cancor2 continuous Second canonical correlation
% 12. fract1 continuous First eigenvalue
% 13. fract2 continuous Second eigenvalue
% 14. skewness continuous Mean of |E(X-Mean)|^3/STD^3
% 15. kurtosis continuous Mean of |E(X-Mean)|^4/STD^4
% 16. Hc continuous Mean entropy of attributes
% 17. Hx continuous Entropy of classes
% 18. MCx continuous Mean mutual entropy of class and attributes
% 19. EnAtr continuous Equivalent number of attributes
% 20. NSRatio continuous Noise-signal ratio
% 21. Alg_Name categorical Name of Algorithm
% 22. Norm_error continuous Normalized Error (continuous class)
%
%
% 8. Missing Attribute Values:
%
% Note that fract2 and cancor2 only apply to datasets with more than
% 2 classes. When they appear as '?' this means a don't care value.
%
% Summary Statistics:
%
% Attribute Min Max Mean Std
% T 270 20000 4569.05 5704.01
% N 270 58000 10734.2 14568.8
% p 6 180 29.5455 36.8533
% k 2 91 9.72727 19.3568
% Bin 0 43 3.18182 9.29227
% Cost 0 1 0.13636 0.35125
% SdRatio 1.0273 4.0014 1.4791 0.65827
% Correl 0.0456 0.751 0.23684 0.1861
% Cancor1 0.5044 0.9884 0.79484 0.15639
% Cancor2 0.1057 0.9623 0.74106 0.269
% Fract1 0.1505 1 0.70067 0.3454
% Fract2 0.2807 1 0.70004 0.29405
% Skewness 0.1802 6.7156 1.78422 1.79022
% Kurtosis 0.9866 160.311 22.6672 41.8496
% Hc 0.2893 4.8787 1.87158 1.44665
% Hx 0.3672 6.5452 3.34502 1.80383
% Mcx 0.0187 1.3149 0.31681 0.33548
% EnAtr 1.56006 160.644 20.6641 35.6614
% NsRatio 1.02314 159.644 28.873 37.925
%
@relation 'meta'
@attribute DS_Name { Aust_Credit, BT, Belgian, CUT, Chromosone, Credit, DNA, Diabetes, Digits, Faults, German_Credit, Head, Heart, KlDigits, Letters, NewBelgian, SatImage, Segment, Shuttle, Technical, TseTse, Vehicle}
@attribute T real
@attribute N real
@attribute p real
@attribute k real
@attribute Bin real
@attribute Cost real
@attribute SDratio real
@attribute correl real
@attribute cancor1 real
@attribute cancor2 real
@attribute fract1 real
@attribute fract2 real
@attribute skewness real
@attribute kurtosis real
@attribute Hc real
@attribute Hx real
@attribute MCx real
@attribute EnAtr real
@attribute NSRatio real
@attribute Alg_Name { Ac2, Alloc80, BackProp, Bayes, BayesTree, C4_5, CART, Cal5, Cascade, Castle, Cn2, Default, Dipol92, Discrim, ITrule, IndCART, KNN, Kohonen, LVQ, LogDisc, NewId, QuaDisc, RBF, Smart}
@attribute class real
@data
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,Ac2,1.35918
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,Alloc80,1.69562
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,BackProp,0.582774
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,Bayes,0.442761
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,BayesTree,1.13591
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,C4_5,0.624868
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,CART,0.0861777
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,Cal5,-13.8155
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,Cascade,4.21442
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,Castle,0.280657
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,Cn2,1.73748
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,Default,3.18043
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,Dipol92,-0.249744
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,Discrim,-0.249744
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,ITrule,-0.761426
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,IndCART,0.491643
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,KNN,1.35918
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,Kohonen,4.21442
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,LVQ,1.63666
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,LogDisc,-0.249744
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,NewId,1.35918
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,QuaDisc,1.77783
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,RBF,0.0861777
Aust_Credit,690,690,14,2,4,0,1.2623,0.1024,0.7713,?,1,?,1.9701,12.5538,0.9912,2.3012,0.113,8.77168,19.3646,Smart,0.742889
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,Ac2,2.20111
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,Alloc80,2.29647
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,BackProp,0.997318
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,Bayes,3.03404
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,BayesTree,1.97796
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,C4_5,0.591668
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,CART,6.78608
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,Cal5,0.997318
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,Cascade,6.78608
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,Castle,3.19438
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,Cn2,2.38343
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,Default,3.29972
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,Dipol92,-13.8155
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,Discrim,2.46351
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,ITrule,3.15662
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,IndCART,1.50807
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,KNN,2.29647
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,Kohonen,3.03404
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,LVQ,2.89425
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,LogDisc,2.20111
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,NewId,2.46351
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,QuaDisc,3.29972
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,RBF,2.29647
BT,16000,20000,7,2,0,0,1.0975,0.1146,0.6109,?,1,?,6.1012,93.1399,0.2893,2.7416,0.0495,5.84444,54.3859,Smart,-13.8155
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,Ac2,2.55093
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,Alloc80,2.8563
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,BackProp,1.61661
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,Bayes,3.24404
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,BayesTree,2.39671
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,C4_5,2.74509
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,CART,2.55093
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,Cal5,2.35423
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,Cascade,6.12044
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,Castle,2.93226
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,Cn2,2.47679
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,Default,5.09363
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,Dipol92,1.70366
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,Discrim,2.16309
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,ITrule,3.29624
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,IndCART,2.55093
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,KNN,3.18899
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,Kohonen,3.13074
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,LVQ,3.08991
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,LogDisc,-0.780886
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,NewId,2.26322
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,QuaDisc,3.04733
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,RBF,2.55093
Belgian,1250,2500,28,2,0,0,1.5124,0.3503,0.8869,?,1,?,0.4334,2.6581,0.9453,5.4853,0.3172,2.98014,16.2929,Smart,-13.8155
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,Ac2,2.62756
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,Alloc80,0.359072
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,BackProp,1.45745
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,Bayes,3.02145
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,BayesTree,-13.8155
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,C4_5,-0.0470916
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,CART,6.1334
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,Cal5,1.65804
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,Cascade,6.1334
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,Castle,2.55606
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,Cn2,1.33973
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,Default,2.51834
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,Dipol92,1.65804
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,Discrim,2.03287
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,ITrule,3.13144
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,IndCART,1.05187
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,KNN,-0.0470916
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,Kohonen,2.03287
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,LVQ,1.20627
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,LogDisc,1.74519
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,NewId,0.869618
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,QuaDisc,3.24921
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,RBF,1.56277
CUT,7480,18700,20,2,0,0,1.032,0.2178,0.55,?,1,?,0.9012,3.5214,0.3256,4.6908,0.0292,160.644,159.644,Smart,1.82519
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,Ac2,4.33696
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,Alloc80,4.45623
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,BackProp,6.14634
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,Bayes,4.80697
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,BayesTree,3.70836
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,C4_5,3.83719
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,CART,6.14634
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,Cal5,4.4015
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,Cascade,6.14634
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,Castle,3.86962
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,Cn2,3.51598
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,Default,6.10169
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,Dipol92,1.27229
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,Discrim,2.46181
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,ITrule,5.74469
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,IndCART,3.81496
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,KNN,2.98987
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,Kohonen,3.82614
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,LVQ,2.93726
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,LogDisc,3.17647
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,NewId,3.84812
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,QuaDisc,-13.8155
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,RBF,3.13297
Chromosone,20000,40000,16,24,0,0,1.3218,0.1885,0.9884,0.9191,0.1505,0.2807,0.42,4.4024,4.5603,5.6411,1.3149,3.46817,3.29014,Smart,3.11053
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,Ac2,2.25371
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,Alloc80,2.84153
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,BackProp,2.27357
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,Bayes,2.67242
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,BayesTree,2.12585
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,C4_5,-13.8155
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,CART,2.25371
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,Cal5,-0.271809
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,Cascade,2.68553
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,Castle,2.00526
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,Cn2,2.31204
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,Default,4.37959
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,Dipol92,2.23356
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,Discrim,2.25371
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,ITrule,2.81905
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,IndCART,-13.8155
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,KNN,3.07791
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,Kohonen,3.04219
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,LVQ,2.78439
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,LogDisc,2.27357
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,NewId,2.25371
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,QuaDisc,2.43607
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,RBF,2.25371
Credit,2670,8900,16,2,8,0,1.0273,0.0825,0.7618,?,1,?,1.2082,4.4046,1,1.77,0.641,1.56006,1.76131,Smart,1.7091
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,Ac2,2.32698
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,Alloc80,1.02209
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,BackProp,2.09961
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,Bayes,1.54522
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,BayesTree,2.23847
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,C4_5,1.80484
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,CART,2.03366
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,Cal5,2.74926
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,Cascade,5.11533
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,Castle,1.68343
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,Cn2,2.23847
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,Default,4.33394
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,Dipol92,0.195567
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,Discrim,1.13975
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,ITrule,2.79276
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,IndCART,1.71524
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,KNN,2.98563
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,Kohonen,3.94654
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,LVQ,5.11533
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,LogDisc,1.24531
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,NewId,2.32698
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,QuaDisc,1.13975
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,RBF,-13.8155
DNA,1186,3186,180,3,0,0,1.5407,0.0456,0.8729,0.83,0.5252,1,2.5582,29.5674,1.4725,0.8072,0.0218,67.5459,36.0275,Smart,2.85463
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,Ac2,1.26101
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,Alloc80,1.64731
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,BackProp,0.509224
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,Bayes,0.953972
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,BayesTree,1.1619
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,C4_5,1.14071
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,CART,0.756122
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,Cal5,0.586675
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,Cascade,3.94604
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,Castle,0.845868
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,Cn2,1.48024
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,Default,2.13476
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,Dipol92,-2.70306
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,Discrim,-2.01741
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,ITrule,0.381855
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,IndCART,1.1619
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,KNN,1.90568
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,Kohonen,1.20267
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,LVQ,1.18234
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,LogDisc,-13.8155
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,NewId,1.48024
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,QuaDisc,0.953972
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,RBF,0.286682
Diabetes,768,768,8,2,0,0,1.0377,0.1439,0.5507,?,1,?,1.0586,5.827,0.9331,4.5301,0.112,8.33125,39.4473,Smart,-0.512494
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,Ac2,3.87975
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,Alloc80,2.24209
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,BackProp,2.69409
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,Bayes,4.42336
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,BayesTree,3.73021
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,C4_5,3.82258
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,CART,3.925
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,Cal5,4.3509
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,Cascade,2.08803
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,Castle,4.00978
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,Cn2,3.66351
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,Default,5.94637
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,Dipol92,2.41645
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,Discrim,3.4023
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,ITrule,4.3624
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,IndCART,3.87043
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,KNN,-13.8155
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,Kohonen,2.5298
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,LVQ,1.83673
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,LogDisc,2.86117
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,NewId,3.83233
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,QuaDisc,1.14359
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,RBF,2.78111
Digits,9000,18000,16,10,0,0,1.5673,0.2119,0.8929,0.8902,0.2031,0.4049,0.8562,5.1256,3.3219,6.5452,0.5049,6.57932,11.9634,Smart,3.24068
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,Ac2,-13.8155
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,Alloc80,2.34094
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,BackProp,1.22407
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,Bayes,1.84023
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,BayesTree,1.92629
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,C4_5,2.11021
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,CART,2.20475
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,Cal5,2.04718
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,Cascade,3.95159
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,Castle,2.20475
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,Cn2,2.42798
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,Default,3.31262
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,Dipol92,0.0685928
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,Discrim,0.636048
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,ITrule,2.28483
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,IndCART,2.31639
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,KNN,2.53829
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,Kohonen,2.9321
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,LVQ,2.83339
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,LogDisc,1.08519
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,NewId,2.10255
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,QuaDisc,2.0141
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,RBF,2.21855
Faults,570,570,45,3,43,0,1.191,0.751,0.8842,0.3002,0.8966,1,1.8972,0.9866,1.5749,0.8717,0.0366,43.0301,22.8169,Smart,2.34094
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,Ac2,2.35033
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,Alloc80,0.404131
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,BackProp,1.98073
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,Bayes,1.63666
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,BayesTree,2.00566
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,C4_5,2.62184
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,CART,0.869199
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,Cal5,0.732368
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,Cascade,8.02018
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,Castle,0.383901
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,Cn2,2.28412
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,Default,1.6186
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,Dipol92,0.671413
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,Discrim,-13.8155
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,ITrule,2.35328
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,IndCART,1.93311
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,KNN,1.58145
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,Kohonen,2.95037
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,LVQ,2.57177
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,LogDisc,-2.38597
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,NewId,2.4788
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,QuaDisc,0.943517
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,RBF,2.59024
German_Credit,1000,1000,24,2,9,1,1.0369,0.0848,0.5044,?,1,?,1.6986,7.7943,0.8813,1.5031,0.0187,47.1283,79.3797,Smart,0.702107
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,Ac2,3.35968
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,Alloc80,2.33321
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,BackProp,0.971158
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,Bayes,1.4884
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,BayesTree,1.25248
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,C4_5,3.86726
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,CART,0.582216
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,Cal5,2.42631
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,Cascade,0.130151
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,Castle,0.766398
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,Cn2,3.27048
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,Default,2.96187
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,Dipol92,1.84546
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,Discrim,0.356275
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,ITrule,2.67649
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,IndCART,1.72134
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,KNN,2.5514
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,Kohonen,4.10561
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,LVQ,3.05254
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,LogDisc,-13.8155
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,NewId,3.27302
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,QuaDisc,0.440189
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,RBF,3.5082
Head,900,900,6,3,1,1,1.1231,0.1217,0.7176,0.1057,0.9787,1,1.0071,5.0408,1.3574,1.9786,0.1929,7.03681,9.25713,Smart,1.04662
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,Ac2,1.68232
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,Alloc80,-0.733969
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,BackProp,1.06712
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,Bayes,-13.8155
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,BayesTree,0.79254
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,C4_5,1.77766
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,CART,0.125751
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,Cal5,0.0168571
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,Cascade,0.301585
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,Castle,-0.026344
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,Cn2,1.74257
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,Default,0.994362
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,Dipol92,0.659073
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,Discrim,-1.28735
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,ITrule,0.717352
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,IndCART,1.31399
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,KNN,0.413433
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,Kohonen,1.53407
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,LVQ,1.18937
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,LogDisc,-1.13943
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,NewId,1.92147
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,QuaDisc,-0.359536
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,RBF,1.77766
Heart,270,270,13,2,5,1,1.0612,0.1236,0.7384,?,1,?,0.956,3.6494,0.9902,1.6386,0.0876,11.3037,17.7055,Smart,0.413433
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,Ac2,4.60806
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,Alloc80,0.997318
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,BackProp,2.97813
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,Bayes,4.92405
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,BayesTree,4.57369
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,C4_5,4.68602
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,CART,6.4984
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,Cal5,5.13231
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,Cascade,3.61819
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,Castle,4.35579
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,Cn2,4.68602
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,Default,6.39077
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,Dipol92,2.55529
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,Discrim,3.61819
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,ITrule,4.88896
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,IndCART,4.62149
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,KNN,-13.8155
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,Kohonen,6.4984
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,LVQ,1.40266
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,LogDisc,3.04486
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,NewId,4.56668
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,QuaDisc,1.22024
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,RBF,3.16619
KlDigits,9000,18000,40,10,0,0,1.9657,0.1093,0.9207,0.9056,0.172,0.3385,0.1802,2.92,3.3219,5.5903,0.2029,16.3721,26.552,Smart,3.22175
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,Ac2,3.95684
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,Alloc80,-13.8155
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,BackProp,4.3305
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,Bayes,4.90038
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,BayesTree,2.85267
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,C4_5,2.97787
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,CART,5.59996
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,Cal5,4.00009
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,Cascade,5.59996
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,Castle,3.95684
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,Cn2,2.69016
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,Default,5.55629
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,Dipol92,3.47686
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,Discrim,4.23062
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,ITrule,5.03122
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,IndCART,2.94801
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,KNN,0.549854
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,Kohonen,3.99478
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,LVQ,1.46649
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,LogDisc,3.89414
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,NewId,2.91723
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,QuaDisc,2.65014
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,RBF,3.88824
Letters,5000,20000,16,26,0,0,1.8795,0.2577,0.8896,0.8489,0.168,0.321,0.5698,3.5385,4.6996,3.094,0.5189,9.05685,4.96261,Smart,4.20076
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,Ac2,0.515813
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,Alloc80,2.18975
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,BackProp,0.921477
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,Bayes,3.0548
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,BayesTree,-1.27654
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,C4_5,0.333611
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,CART,0.921477
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,Cal5,1.28896
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,Cascade,5.61874
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,Castle,2.65591
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,Cn2,1.20896
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,Default,2.83492
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,Dipol92,1.28896
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,Discrim,2.0563
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,ITrule,2.9436
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,IndCART,-1.27654
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,KNN,2.38766
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,Kohonen,2.98674
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,LVQ,2.67532
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,LogDisc,1.43222
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,NewId,0.110647
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,QuaDisc,1.81515
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,RBF,1.81515
NewBelgian,1000,3000,57,2,0,0,1.0638,0.1216,0.5286,?,1,?,1.118,6.7738,0.3879,3.83,0.0421,9.21378,89.9739,Smart,-13.8155
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,Ac2,2.26737
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,Alloc80,1.76182
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,BackProp,1.93094
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,Bayes,3.38696
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,BayesTree,2.09458
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,C4_5,2.14967
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,CART,1.9085
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,Cal5,2.16734
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,Cascade,2.3584
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,Castle,2.72949
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,Cn2,2.14967
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,Default,4.62557
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,Dipol92,0.957433
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,Discrim,2.4681
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,ITrule,4.93332
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,IndCART,1.9085
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,KNN,-13.8155
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,Kohonen,2.56695
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,LVQ,0.522359
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,LogDisc,2.3584
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,NewId,2.14967
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,QuaDisc,2.23516
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,RBF,1.42021
SatImage,2000,6435,36,6,0,0,1.297,0.5977,0.9366,0.9332,0.3586,0.7146,0.7316,4.1737,2.4734,5.5759,0.9443,2.61929,4.9048,Smart,2.29868
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,Ac2,-1.26585
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,Alloc80,-13.8155
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,BackProp,1.91132
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,Bayes,4.19285
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,BayesTree,-0.168419
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,C4_5,1.03567
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,CART,1.03567
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,Cal5,2.199
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,Cascade,5.61055
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,Castle,3.13996
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,Cn2,1.29828
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,Default,5.50175
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,Dipol92,-1.26585
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,Discrim,3.18759
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,ITrule,4.78535
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,IndCART,1.44126
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,KNN,2.58339
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,Kohonen,2.34421
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,LVQ,1.50585
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,LogDisc,3.1027
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,NewId,0.119559
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,QuaDisc,3.57744
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,RBF,2.3968
Segment,2310,2310,11,7,0,0,4.0014,0.1425,0.976,0.9623,0.3098,0.611,2.958,24.4813,2.8072,3.0787,0.6672,4.20743,3.61436,Smart,1.82423
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,Ac2,3.61982
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,Alloc80,4.59255
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,BackProp,3.9235
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,Bayes,6.29286
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,BayesTree,0.185649
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,C4_5,2.38306
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,CART,2.1318
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,Cal5,0.878797
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,Cascade,9.39607
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,Castle,6.12337
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,Cn2,0.878797
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,Default,7.85393
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,Dipol92,4.03597
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,Discrim,6.36378
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,ITrule,3.87472
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,IndCART,2.2653
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,KNN,3.94702
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,Kohonen,9.39607
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,LVQ,3.94702
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,LogDisc,6.13125
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,NewId,-13.8155
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,QuaDisc,6.6946
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,RBF,5.12031
Shuttle,14500,58000,9,7,0,0,1.6067,0.3558,0.9668,0.6968,0.6252,0.9499,4.4371,160.311,0.9653,3.4271,0.3348,2.88321,9.23626,Smart,4.24628
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,Ac2,0.756122
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,Alloc80,5.08459
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,BackProp,5.08459
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,Bayes,3.8471
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,BayesTree,2.70197
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,C4_5,1.67241
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,CART,5.08459
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,Cal5,2.80372
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,Cascade,5.08459
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,Castle,5.08459
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,Cn2,1.76764
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,Default,4.79324
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,Dipol92,2.89613
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,Discrim,3.97826
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,ITrule,5.08459
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,IndCART,-0.11991
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,KNN,3.00736
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,Kohonen,3.85839
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,LVQ,3.4128
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,LogDisc,4.01094
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,NewId,-13.8155
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,QuaDisc,4.27503
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,RBF,3.72646
Technical,2580,7078,56,91,0,0,2.2442,?,0.9165,0.6818,0.5575,0.866,6.7156,108.296,4.8787,0.3672,0.1815,26.8799,1.02314,Smart,3.89155
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,Ac2,0.826804
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,Alloc80,1.47339
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,BackProp,1.79625
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,Bayes,2.8598
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,BayesTree,-1.57022
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,C4_5,0.993992
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,CART,0.0382587
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,Cal5,1.37346
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,Cascade,5.30006
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,Castle,3.04409
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,Cn2,-13.8155
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,Default,4.54706
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,Dipol92,1.26215
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,Discrim,2.88329
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,ITrule,3.68648
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,IndCART,-0.473209
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,KNN,1.47339
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,Kohonen,2.09248
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,LVQ,1.79625
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,LogDisc,2.8234
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,NewId,-0.185125
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,QuaDisc,2.55614
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,RBF,1.20147
TseTse,1499,4999,14,2,0,0,1.1316,0.3676,0.7792,?,1,?,0.6483,4.3322,0.9998,3.8755,0.285,3.50807,12.5982,Smart,0.826804
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,Ac2,2.47595
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,Alloc80,0.628075
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,BackProp,1.53536
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,Bayes,3.5036
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,BayesTree,2.28808
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,C4_5,2.24591
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,CART,1.93499
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,Cal5,2.35214
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,Cascade,2.35982
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,Castle,3.36443
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,Cn2,2.59219
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,Default,3.88925
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,Dipol92,-2.51331
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,Discrim,1.68194
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,ITrule,2.65141
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,IndCART,2.48956
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,KNN,2.32062
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,Kohonen,2.73936
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,LVQ,2.41234
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,LogDisc,1.22993
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,NewId,2.48956
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,QuaDisc,-13.8155
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,RBF,2.54859
Vehicle,846,846,18,4,0,0,1.5392,0.4828,0.842,0.8189,0.4696,0.9139,0.8282,5.18,1.9979,4.2472,0.3538,5.64698,11.0045,Smart,1.69708