Run
439384

Run 439384

Task 4550 (Supervised Classification) heart-c Uploaded 15-05-2015 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
0.9018
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8357
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6682
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1585.6238
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2513
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3030
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.8359
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.836
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9943
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.836
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5066
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.498
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3508
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7045
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1051.249
UserCPU time millis
4160
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
1990
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
2170
Cross-validation details (10 times 10-fold Crossvalidation)