Run
438039

Run 438039

Task 1798 (Supervised Classification) postoperative-patient-data Uploaded 13-05-2015 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)_I160
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
0.3487
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.5664
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
-0.0959
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
-43.788
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.3023
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
450
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5152
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.6444
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.6444
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
1.0532
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4121
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.0975
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
936.2727
UserCPU time millis
490
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
160
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
330
Cross-validation details (5 times 2-fold Crossvalidation)