Run
432977

Run 432977

Task 2983 (Supervised Classification) lung-cancer Uploaded 11-05-2015 by Joaquin Vanschoren
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Flow

weka.RotationForest_PrincipalComponents_J48(14)Juan J. Rodriguez, Ludmila I. Kuncheva, Carlos J. Alonso (2006). Rotation Forest: A new classifier ensemble method. IEEE Transactions on Pattern Analysis and Machine Intelligence. 28(10):1619-1630. URL http://doi.ieeecomputersociety.org/10.1109/TPAMI.2006.211.
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.PrincipalComponents(12)_R1.0
weka.PrincipalComponents(12)_A5
weka.PrincipalComponents(12)_M-1
weka.RotationForest_PrincipalComponents_J48(14)_G3
weka.RotationForest_PrincipalComponents_J48(14)_H3
weka.RotationForest_PrincipalComponents_J48(14)_P50
weka.RotationForest_PrincipalComponents_J48(14)_Fweka.filters.unsupervised.attribute.PrincipalComponents
weka.RotationForest_PrincipalComponents_J48(14)_S1
weka.RotationForest_PrincipalComponents_J48(14)_num-slots1
weka.RotationForest_PrincipalComponents_J48(14)_I40
weka.RotationForest_PrincipalComponents_J48(14)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.6513
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.4764
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2047
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
71.9659
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3773
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4393
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
320
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4795
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.475
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.57
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.475
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8588
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4538
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9687
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
922.613
UserCPU time millis
460
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
170
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
290
Cross-validation details (10 times 10-fold Crossvalidation)