StAM Report: Prediction of T-ALL (explorative) - beta 0.01, 0.99



Information on Evaluation

Total number of samples: 327
Training samples: 327 ( 43 from T-ALL, 284 from other )
Test samples: 327 ( 43 from T-ALL, 284 from other )
Focus on class: T-ALL
Data frm chip: hgu95av2
Start node: GO:0008150 ( biological_process )


Annotation Information

Chip annotations for: hgu95av2
Chip data package: data package version 1.5.1
Mon May 10 11:12:58 2004
GO data package: GO package version 1.5.1
Mon May 10 11:46:39 2004
Root node chosen: GO:0008150 ( biological_process )
Number of probesets
on the chip:
12625
Probesets annotated
below GO:0008150 :
8679
Number of nodes
with direct annotations:
1359
Total number of nodes: 2204


Information on Cross Validation

Number of samples: 327
Number of classes: 2
Class weights: 'T-ALL': 0.01 'other': 0.99
Class prior: 'T-ALL':0.131 'other':0.869
Shrinkage candidates: 0, 0.013, 0.025, 0.038, 0.05, 0.063, 0.075, 0.088, 0.1, 0.113, 0.125, 0.138, 0.15, 0.163, 0.175, 0.188, 0.2, 0.213, 0.226, 0.238, 0.251, 0.263, 0.276, 0.288, 0.301, 0.313, 0.326, 0.338, 0.351, 0.363


Cross validated performance


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 Root.error.rateRoot.performanceMean.redundancyNodesGenes
000.153571.5496122038674
0.01300.145121.5537322018595
0.02500.134941.560222018595
0.03800.120761.5725922008586
0.0500.105252.018327148071
0.06300.100742.048116937901
0.07500.095642.059966867852
0.08800.091282.151226147770
0.100.086792.198575867750
0.11300.082032.258065457666
0.12500.076942.327215047571
0.13800.072022.395294657439
0.1500.067342.518934137267
0.16300.062262.641723737166
0.17500.056422.71573547151
0.18800.051762.953992987037
0.200.048313.11712686786
0.21300.045663.40612336574
0.22600.043623.524372196460
0.23800.041143.677472036390
0.25100.038114.054431726226
0.26300.033764.281641566160
0.27600.029264.875171295571
0.28800.025455.186481175421
0.30100.020595.520511025306
0.3130.003060.016846.14828894687
0.3260.003060.013226.90687754347
0.3380.003060.009028.2302583329
0.35100.0050611.43451322351


Information on Model Fit


Performance vs. redundancy


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 Best DeltaRoot Error RatePerformanceRedundancy#Nodes#Genes
0000.15361.549622038674
0.10.037600.12081.572622008586
0.20.037600.12081.572622008586
0.30.175400.05642.71573547151
0.40.175400.05642.71573547151
0.50.200500.04833.11712686786
0.60.300700.02065.52051025306
0.70.300700.02065.52051025306
0.80.32580.00310.01326.9069754347
0.90.33830.00310.0098.2302583329
10.350800.005111.4345322351


Fit for D = 0.3258

Number of classes: 2
Class weights: 'T-ALL': 0.01 'other': 0.99
Class prior: 'T-ALL':0.131 'other':0.869
Chosen shrinkage level: 0.326
(by accepting the system default (after consulting weighting alternatives) )
Number of nodes left 75
Number of accessible genes 4347

Shrunken prediction graph

Hover over a node to see its description, click on it to view its detailed results.


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Nodewise evaluation


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Information on Predictions

Number of samples: 327 (43 from T-ALL, 284 from other)
Classes: T-ALL, other


Illustration of Performance on testdata

Nodewise evaluation


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Prediction image

Hover over a node description to see its ID, click on it to see detailed results.


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Details on Nodes


GO:0008150

biological_process

Biological
Process

Parent node

8 child nodes

Performance on training data

 SensitivitySpecificity
T-ALL0.930231
other10.93023

Performance on test data

 SensitivitySpecificity
T-ALL0.953491
other10.95349

Predictions

 ClassT-ALLotherPredictionn
BCR-ABL-1 (testset)other0.007350.99265 other
BCR-ABL-2 (testset)other0.003460.99654 other
BCR-ABL-3 (testset)other8e-040.9992 other
BCR-ABL-4 (testset)other0.000780.99922 other
BCR-ABL-5 (testset)other0.002520.99748 other
BCR-ABL-6 (testset)other0.002940.99706 other
BCR-ABL-7 (testset)other0.003680.99632 other
BCR-ABL-8 (testset)other0.000830.99917 other
BCR-ABL-9 (testset)other0.001110.99889 other
BCR-ABL-C1 (testset)other0.001970.99803 other
BCR-ABL-Hyperdip-10 (testset)other0.000750.99925 other
BCR-ABL-Hyperdip-R5 (testset)other0.000640.99936 other
BCR-ABL-R1 (testset)other0.001890.99811 other
BCR-ABL-R2 (testset)other0.009430.99057 other
BCR-ABL-R3 (testset)other0.002810.99719 other
E2A-PBX1-10 (testset)other0.001060.99894 other
E2A-PBX1-11 (testset)other0.001350.99865 other
E2A-PBX1-12 (testset)other0.001240.99876 other
E2A-PBX1-13 (testset)other0.007360.99264 other
E2A-PBX1-1 (testset)other0.011180.98882 other
E2A-PBX1-2 (testset)other0.001680.99832 other
E2A-PBX1-3 (testset)other0.000690.99931 other
E2A-PBX1-4 (testset)other0.00110.9989 other
E2A-PBX1-5 (testset)other0.001760.99824 other
E2A-PBX1-6 (testset)other0.001220.99878 other
E2A-PBX1-7 (testset)other0.001690.99831 other
E2A-PBX1-8 (testset)other0.001130.99887 other
E2A-PBX1-9 (testset)other0.007130.99287 other
E2A-PBX1-2M1 (testset)other0.000640.99936 other
E2A-PBX1-C10 (testset)other0.001740.99826 other
E2A-PBX1-C11 (testset)other0.001670.99833 other
E2A-PBX1-C12 (testset)other0.002840.99716 other
E2A-PBX1-C1 (testset)other0.003650.99635 other
E2A-PBX1-C2 (testset)other9e-040.9991 other
E2A-PBX1-C3 (testset)other0.000830.99917 other
E2A-PBX1-C4 (testset)other0.001210.99879 other
E2A-PBX1-C5 (testset)other0.001240.99876 other
E2A-PBX1-C6 (testset)other0.000760.99924 other
E2A-PBX1-C7 (testset)other0.001150.99885 other
E2A-PBX1-C8 (testset)other0.018890.98111 other
E2A-PBX1-C9 (testset)other0.000850.99915 other
E2A-PBX1-R1 (testset)other0.000560.99944 other
Hyperdip-50-10 (testset)other0.001090.99891 other
Hyperdip-50-11 (testset)other0.00230.9977 other
Hyperdip-50-12 (testset)other0.001840.99816 other
Hyperdip-50-13 (testset)other0.002720.99728 other
Hyperdip-50-14 (testset)other0.000530.99947 other
Hyperdip-50-1 (testset)other0.001270.99873 other
Hyperdip-50-2 (testset)other0.001110.99889 other
Hyperdip-50-3 (testset)other0.000490.99951 other
Hyperdip-50-4 (testset)other0.004980.99502 other
Hyperdip-50-5 (testset)other0.000690.99931 other
Hyperdip-50-6 (testset)other0.000630.99937 other
Hyperdip-50-7 (testset)other0.001170.99883 other
Hyperdip-50-8 (testset)other0.000550.99945 other
Hyperdip-50-9 (testset)other0.000970.99903 other
Hyperdip-50-2M1 (testset)other0.001690.99831 other
Hyperdip-50-2M2 (testset)other0.003070.99693 other
Hyperdip-50-C10 (testset)other0.001240.99876 other
Hyperdip-50-C11 (testset)other0.000780.99922 other
Hyperdip-50-C12 (testset)other0.001290.99871 other
Hyperdip-50-C13 (testset)other0.000630.99937 other
Hyperdip-50-C14 (testset)other0.001090.99891 other
Hyperdip-50-C15 (testset)other0.001010.99899 other
Hyperdip-50-C16 (testset)other0.000480.99952 other
Hyperdip-50-C17 (testset)other0.001140.99886 other
Hyperdip-50-C18 (testset)other0.000730.99927 other
Hyperdip-50-C19 (testset)other0.003510.99649 other
Hyperdip-50-C1 (testset)other0.001090.99891 other
Hyperdip-50-C20 (testset)other0.000860.99914 other
Hyperdip-50-C21 (testset)other0.004060.99594 other
Hyperdip-50-C22 (testset)other0.000730.99927 other
Hyperdip-50-C23 (testset)other0.000580.99942 other
Hyperdip-50-C24 (testset)other0.001530.99847 other
Hyperdip-50-C25 (testset)other0.001630.99837 other
Hyperdip-50-C26 (testset)other0.000830.99917 other
Hyperdip-50-C27-N (testset)other0.00310.9969 other
Hyperdip-50-C28 (testset)other0.015420.98458 other
Hyperdip-50-C29 (testset)other0.001990.99801 other
Hyperdip-50-C2 (testset)other0.002650.99735 other
Hyperdip-50-C30 (testset)other0.000350.99965 other
Hyperdip-50-C31 (testset)other0.000210.99979 other
Hyperdip-50-C32 (testset)other0.001050.99895 other
Hyperdip-50-C33 (testset)other0.000980.99902 other
Hyperdip-50-C34 (testset)other0.000740.99926 other
Hyperdip-50-C35 (testset)other0.001160.99884 other
Hyperdip-50-C36 (testset)other0.000850.99915 other
Hyperdip-50-C37 (testset)other0.000680.99932 other
Hyperdip-50-C38 (testset)other0.000890.99911 other
Hyperdip-50-C39 (testset)other0.000770.99923 other
Hyperdip-50-C3 (testset)other0.001360.99864 other
Hyperdip-50-C40 (testset)other0.001450.99855 other
Hyperdip-50-C41 (testset)other0.002650.99735 other
Hyperdip-50-C42 (testset)other0.000820.99918 other
Hyperdip-50-C43 (testset)other0.003010.99699 other
Hyperdip-50-C4 (testset)other0.000470.99953 other
Hyperdip-50-C5 (testset)other0.003090.99691 other
Hyperdip-50-C6 (testset)other9e-040.9991 other
Hyperdip-50-C7 (testset)other0.000710.99929 other
Hyperdip-50-C8 (testset)other0.000820.99918 other
Hyperdip-50-C9 (testset)other0.000940.99906 other
Hyperdip-50-R1 (testset)other0.001410.99859 other
Hyperdip-50-R2 (testset)other0.002140.99786 other
Hyperdip-50-R3 (testset)other0.008290.99171 other
Hyperdip-50-R4 (testset)other0.000540.99946 other
Hyperdip-50-R5 (testset)other0.001030.99897 other
Hyperdip47-50-1 (testset)other0.000540.99946 other
Hyperdip47-50-2 (testset)other0.000760.99924 other
Hyperdip47-50-3 (testset)other0.014850.98515 other
Hyperdip47-50-2M1 (testset)other0.000690.99931 other
Hyperdip47-50-C10 (testset)other0.001040.99896 other
Hyperdip47-50-C11 (testset)other0.004070.99593 other
Hyperdip47-50-C12 (testset)other0.003490.99651 other
Hyperdip47-50-C13 (testset)other0.008110.99189 other
Hyperdip47-50-C14-N (testset)other0.004740.99526 other
Hyperdip47-50-C15 (testset)other0.001020.99898 other
Hyperdip47-50-C16 (testset)other0.005840.99416 other
Hyperdip47-50-C17 (testset)other0.000770.99923 other
Hyperdip47-50-C18 (testset)other0.001510.99849 other
Hyperdip47-50-C19 (testset)other0.004520.99548 other
Hyperdip47-50-C1 (testset)other0.003030.99697 other
Hyperdip47-50-C2 (testset)other0.010450.98955 other
Hyperdip47-50-C3-N (testset)other0.001910.99809 other
Hyperdip47-50-C4 (testset)other0.001730.99827 other
Hyperdip47-50-C5 (testset)other0.00330.9967 other
Hyperdip47-50-C6 (testset)other0.001180.99882 other
Hyperdip47-50-C7 (testset)other0.005840.99416 other
Hyperdip47-50-C8 (testset)other0.001890.99811 other
Hyperdip47-50-C9 (testset)other0.000850.99915 other
Hypodip-1 (testset)other0.000790.99921 other
Hypodip-2 (testset)other0.053240.94676 other
Hypodip-2M1 (testset)other0.002940.99706 other
Hypodip-C1 (testset)other0.003540.99646 other
Hypodip-C2 (testset)other0.002050.99795 other
Hypodip-C3 (testset)other0.000950.99905 other
Hypodip-C4 (testset)other0.005820.99418 other
Hypodip-C5 (testset)other0.001170.99883 other
Hypodip-C6 (testset)other0.000440.99956 other
MLL-1 (testset)other0.003120.99688 other
MLL-2 (testset)other0.005360.99464 other
MLL-3 (testset)other0.003770.99623 other
MLL-4 (testset)other0.001890.99811 other
MLL-5 (testset)other0.005160.99484 other
MLL-6 (testset)other0.003230.99677 other
MLL-7 (testset)other0.001050.99895 other
MLL-8 (testset)other0.003260.99674 other
MLL-2M1 (testset)other0.012120.98788 other
MLL-2M2 (testset)other0.005580.99442 other
MLL-C1 (testset)other0.00150.9985 other
MLL-C2 (testset)other0.001380.99862 other
MLL-C3 (testset)other0.004140.99586 other
MLL-C4 (testset)other0.003090.99691 other
MLL-C5 (testset)other0.009450.99055 other
MLL-C6 (testset)other0.008390.99161 other
MLL-R1 (testset)other0.028490.97151 other
MLL-R2 (testset)other0.002250.99775 other
MLL-R3 (testset)other0.027520.97248 other
MLL-R4 (testset)other0.003130.99687 other
Normal-1 (testset)other0.001370.99863 other
Normal-2 (testset)other0.001970.99803 other
Normal-3 (testset)other0.001060.99894 other
Normal-C1-N (testset)other0.002970.99703 other
Normal-C10 (testset)other0.00130.9987 other
Normal-C11-N (testset)other0.001870.99813 other
Normal-C12 (testset)other0.005190.99481 other
Normal-C2-N (testset)other0.004570.99543 other
Normal-C3-N (testset)other0.002850.99715 other
Normal-C4-N (testset)other0.029610.97039 other
Normal-C5 (testset)other0.002550.99745 other
Normal-C6 (testset)other0.002160.99784 other
Normal-C7-N (testset)other0.007950.99205 other
Normal-C8 (testset)other0.000960.99904 other
Normal-C9 (testset)other0.000320.99968 other
Normal-R1 (testset)other0.002340.99766 other
Normal-R2-N (testset)other0.002180.99782 other
Normal-R3 (testset)other0.013330.98667 other
Pseudodip-1 (testset)other0.000720.99928 other
Pseudodip-2 (testset)other0.008040.99196 other
Pseudodip-3 (testset)other0.002770.99723 other
Pseudodip-4 (testset)other0.000780.99922 other
Pseudodip-5 (testset)other0.000480.99952 other
Pseudodip-6 (testset)other0.000730.99927 other
Pseudodip-7 (testset)other0.002230.99777 other
Pseudodip-8-N (testset)other0.054670.94533 other
Pseudodip-9 (testset)other0.000720.99928 other
Pseudodip-C10 (testset)other0.008570.99143 other
Pseudodip-C11 (testset)other0.004810.99519 other
Pseudodip-C12 (testset)other0.001130.99887 other
Pseudodip-C13 (testset)other0.001710.99829 other
Pseudodip-C14 (testset)other0.001980.99802 other
Pseudodip-C15 (testset)other0.001730.99827 other
Pseudodip-C16-N (testset)other0.004210.99579 other
Pseudodip-C17 (testset)other0.000460.99954 other
Pseudodip-C18 (testset)other0.005580.99442 other
Pseudodip-C19 (testset)other0.001970.99803 other
Pseudodip-C1 (testset)other0.004460.99554 other
Pseudodip-C2-N (testset)other0.006520.99348 other
Pseudodip-C3 (testset)other0.009850.99015 other
Pseudodip-C4 (testset)other0.008160.99184 other
Pseudodip-C5 (testset)other0.001830.99817 other
Pseudodip-C6 (testset)other0.001830.99817 other
Pseudodip-C7 (testset)other0.001430.99857 other
Pseudodip-C8 (testset)other0.001050.99895 other
Pseudodip-C9 (testset)other0.010150.98985 other
Pseudodip-R1-N (testset)other0.001180.99882 other
T-ALL-10 (testset)T-ALL0.928130.07187 T-ALL
T-ALL-1 (testset)T-ALL0.910030.08997 T-ALL
T-ALL-2 (testset)T-ALL0.253090.74691 other
T-ALL-3 (testset)T-ALL0.999740.00026 T-ALL
T-ALL-4 (testset)T-ALL0.997020.00298 T-ALL
T-ALL-5 (testset)T-ALL0.998390.00161 T-ALL
T-ALL-6 (testset)T-ALL0.975240.02476 T-ALL
T-ALL-7 (testset)T-ALL0.998920.00108 T-ALL
T-ALL-8 (testset)T-ALL0.995630.00437 T-ALL
T-ALL-9 (testset)T-ALL0.936550.06345 T-ALL
T-ALL-2M1 (testset)T-ALL0.945930.05407 T-ALL
T-ALL-C10 (testset)T-ALL0.997490.00251 T-ALL
T-ALL-C11 (testset)T-ALL0.990640.00936 T-ALL
T-ALL-C12 (testset)T-ALL0.995070.00493 T-ALL
T-ALL-C13 (testset)T-ALL0.976850.02315 T-ALL
T-ALL-C14 (testset)T-ALL0.520310.47969 T-ALL
T-ALL-C15 (testset)T-ALL0.975710.02429 T-ALL
T-ALL-C16 (testset)T-ALL0.617390.38261 T-ALL
T-ALL-C17 (testset)T-ALL0.708270.29173 T-ALL
T-ALL-C18 (testset)T-ALL0.829480.17052 T-ALL
T-ALL-C19 (testset)T-ALL0.984540.01546 T-ALL
T-ALL-C1 (testset)T-ALL0.823120.17688 T-ALL
T-ALL-C20 (testset)T-ALL0.990660.00934 T-ALL
T-ALL-C21 (testset)T-ALL0.968360.03164 T-ALL
T-ALL-C22 (testset)T-ALL0.956940.04306 T-ALL
T-ALL-C23 (testset)T-ALL0.92470.0753 T-ALL
T-ALL-C24 (testset)T-ALL0.941230.05877 T-ALL
T-ALL-C25 (testset)T-ALL0.989580.01042 T-ALL
T-ALL-C26 (testset)T-ALL0.833270.16673 T-ALL
T-ALL-C2 (testset)T-ALL0.967410.03259 T-ALL
T-ALL-C3 (testset)T-ALL0.982750.01725 T-ALL
T-ALL-C4 (testset)T-ALL0.980960.01904 T-ALL
T-ALL-C5 (testset)T-ALL0.346390.65361 other
T-ALL-C6 (testset)T-ALL0.968880.03112 T-ALL
T-ALL-C7 (testset)T-ALL0.975050.02495 T-ALL
T-ALL-C8 (testset)T-ALL0.532630.46737 T-ALL
T-ALL-C9 (testset)T-ALL0.941070.05893 T-ALL
T-ALL-R1 (testset)T-ALL0.994770.00523 T-ALL
T-ALL-R2 (testset)T-ALL0.996230.00377 T-ALL
T-ALL-R3 (testset)T-ALL0.911810.08819 T-ALL
T-ALL-R4 (testset)T-ALL0.896950.10305 T-ALL
T-ALL-R5 (testset)T-ALL0.657670.34233 T-ALL
T-ALL-R6 (testset)T-ALL0.837310.16269 T-ALL
TEL-AML1-10 (testset)other0.005810.99419 other
TEL-AML1-11 (testset)other0.002190.99781 other
TEL-AML1-12 (testset)other0.002160.99784 other
TEL-AML1-13 (testset)other0.006510.99349 other
TEL-AML1-14 (testset)other0.004480.99552 other
TEL-AML1-1 (testset)other0.004230.99577 other
TEL-AML1-2 (testset)other0.001760.99824 other
TEL-AML1-3 (testset)other0.002850.99715 other
TEL-AML1-4 (testset)other0.004030.99597 other
TEL-AML1-5 (testset)other0.002630.99737 other
TEL-AML1-6 (testset)other0.002070.99793 other
TEL-AML1-7 (testset)other0.012210.98779 other
TEL-AML1-8 (testset)other0.002670.99733 other
TEL-AML1-9 (testset)other0.004440.99556 other
TEL-AML1-2M1 (testset)other0.013530.98647 other
TEL-AML1-2M2 (testset)other0.003210.99679 other
TEL-AML1-2M3 (testset)other0.002680.99732 other
TEL-AML1-2M4 (testset)other0.004730.99527 other
TEL-AML1-2M5 (testset)other0.002170.99783 other
TEL-AML1-C10 (testset)other0.002510.99749 other
TEL-AML1-C11 (testset)other0.001490.99851 other
TEL-AML1-C12 (testset)other0.005760.99424 other
TEL-AML1-C13 (testset)other0.001830.99817 other
TEL-AML1-C14 (testset)other0.003290.99671 other
TEL-AML1-C15 (testset)other0.003110.99689 other
TEL-AML1-C16 (testset)other0.00160.9984 other
TEL-AML1-C17 (testset)other0.003010.99699 other
TEL-AML1-C18 (testset)other0.002580.99742 other
TEL-AML1-C19 (testset)other0.002090.99791 other
TEL-AML1-C1 (testset)other0.003750.99625 other
TEL-AML1-C20 (testset)other0.00220.9978 other
TEL-AML1-C21 (testset)other0.003430.99657 other
TEL-AML1-C22 (testset)other0.003710.99629 other
TEL-AML1-C23 (testset)other0.004220.99578 other
TEL-AML1-C24 (testset)other0.00640.9936 other
TEL-AML1-C25 (testset)other0.017950.98205 other
TEL-AML1-C26 (testset)other0.002460.99754 other
TEL-AML1-C27 (testset)other0.028210.97179 other
TEL-AML1-C28 (testset)other0.001430.99857 other
TEL-AML1-C29 (testset)other0.002120.99788 other
TEL-AML1-C2 (testset)other0.001810.99819 other
TEL-AML1-C30 (testset)other0.001840.99816 other
TEL-AML1-C31 (testset)other0.005210.99479 other
TEL-AML1-C32 (testset)other0.002540.99746 other
TEL-AML1-C33 (testset)other0.002120.99788 other
TEL-AML1-C34 (testset)other0.008170.99183 other
TEL-AML1-C35 (testset)other0.010590.98941 other
TEL-AML1-C36 (testset)other0.001870.99813 other
TEL-AML1-C37 (testset)other0.028490.97151 other
TEL-AML1-C38 (testset)other0.003190.99681 other
TEL-AML1-C39 (testset)other0.001730.99827 other
TEL-AML1-C3 (testset)other0.00210.9979 other
TEL-AML1-C40 (testset)other0.004770.99523 other
TEL-AML1-C41 (testset)other0.003430.99657 other
TEL-AML1-C42 (testset)other0.002010.99799 other
TEL-AML1-C43 (testset)other0.001040.99896 other
TEL-AML1-C44 (testset)other0.004340.99566 other
TEL-AML1-C45 (testset)other0.002710.99729 other
TEL-AML1-C46 (testset)other0.003870.99613 other
TEL-AML1-C47 (testset)other0.001250.99875 other
TEL-AML1-C48 (testset)other0.023020.97698 other
TEL-AML1-C49 (testset)other0.002650.99735 other
TEL-AML1-C4 (testset)other0.002550.99745 other
TEL-AML1-C50 (testset)other0.003890.99611 other
TEL-AML1-C51 (testset)other0.002430.99757 other
TEL-AML1-C52 (testset)other0.016170.98383 other
TEL-AML1-C53 (testset)other0.030490.96951 other
TEL-AML1-C54 (testset)other0.008050.99195 other
TEL-AML1-C55 (testset)other0.008130.99187 other
TEL-AML1-C56 (testset)other0.008540.99146 other
TEL-AML1-C57 (testset)other0.002510.99749 other
TEL-AML1-C5 (testset)other0.002620.99738 other
TEL-AML1-C6 (testset)other0.001140.99886 other
TEL-AML1-C7 (testset)other0.010390.98961 other
TEL-AML1-C8 (testset)other0.00940.9906 other
TEL-AML1-C9 (testset)other0.005170.99483 other
TEL-AML1-R1 (testset)other0.002540.99746 other
TEL-AML1-R2 (testset)other0.006390.99361 other
TEL-AML1-R3 (testset)other0.002480.99752 other

 


Generated by StAM on Tue Sep 7 18:39:25 2004