Run
15502

Run 15502

Task 52 (Supervised Classification) heart-statlog Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I80
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

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.

19 Evaluation measures

Area under ROC curve
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8179
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6303
Cross-validation details (10-fold Crossvalidation)
KB relative information score
135.7643
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2583
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8185
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8185
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3635
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7316
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.214[561.0294815668511014.1868590421574482.14720472367435909.90626928802961753.799996626104]