Run
71776

Run 71776

Task 1793 (Supervised Classification) credit-approval Uploaded 01-12-2014 by Joaquin Vanschoren
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Flow

weka.RotationForest_PrincipalComponents_J48(3)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(3)_C0.25
weka.J48(3)_M2
weka.RotationForest_PrincipalComponents_J48(3)_G3
weka.RotationForest_PrincipalComponents_J48(3)_H3
weka.RotationForest_PrincipalComponents_J48(3)_I80
weka.RotationForest_PrincipalComponents_J48(3)_P50
weka.RotationForest_PrincipalComponents_J48(3)_S1
weka.RotationForest_PrincipalComponents_J48(3)_Wweka.classifiers.trees.J48
weka.RotationForest_PrincipalComponents_J48(3)_num-slots1

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.

21 Evaluation measures

0.9204
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
1.3506
Cross-validation details (5 times 2-fold Crossvalidation)
562282812
Cross-validation details (5 times 2-fold Crossvalidation)
0.8596
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.7161
Cross-validation details (5 times 2-fold Crossvalidation)
2115.2571
Cross-validation details (5 times 2-fold Crossvalidation)
0.2042
Cross-validation details (5 times 2-fold Crossvalidation)
0.494
Cross-validation details (5 times 2-fold Crossvalidation)
3450
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
0.86
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.8594
Cross-validation details (5 times 2-fold Crossvalidation)
0.9913
Cross-validation details (5 times 2-fold Crossvalidation)
0.8594
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.4133
Cross-validation details (5 times 2-fold Crossvalidation)
0.497
Cross-validation details (5 times 2-fold Crossvalidation)
0.3224
Cross-validation details (5 times 2-fold Crossvalidation)
0.6488
Cross-validation details (5 times 2-fold Crossvalidation)
943.2191