Run
284063

Run 284063

Task 3518 (Supervised Classification) tr45.wc Uploaded 10-03-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_PrincipalComponents_J48(1)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_PrincipalComponents_J48(1)_Fweka.filters.unsupervised.attribute.PrincipalComponents
weka.FilteredClassifier_PrincipalComponents_J48(1)_Wweka.classifiers.trees.J48
weka.PrincipalComponents(12)_R0.95
weka.PrincipalComponents(12)_A5
weka.PrincipalComponents(12)_M-1

Result files

xml
Description

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

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.7837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6134
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5552
Cross-validation details (10-fold Crossvalidation)
KB relative information score
381.7447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0796
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.612
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6188
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.6188
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4624
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2659
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9069
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1320.9026
UserCPU time millis
15662180
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
211490
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
15450690
Cross-validation details (10-fold Crossvalidation)