Run
16767

Run 16767

Task 50 (Supervised Classification) heart-h Uploaded 05-06-2014 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)_I160
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
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8046
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5734
Cross-validation details (10-fold Crossvalidation)
KB relative information score
131.3248
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0999
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
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
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8061
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8061
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5353
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.226
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7443
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
898.847[541.3534149551618893.3496351680842471.35288917392205882.04572420201981706.1335131639553]