Run
20347

Run 20347

Task 53 (Supervised Classification) vehicle Uploaded 18-06-2014 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)_I40
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
0.9291
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7365
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6563
Cross-validation details (10-fold Crossvalidation)
KB relative information score
567.1516
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1524
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
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
0.7331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.7423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4065
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2763
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6382
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
914.9216[526.1660964985021014.1868590421574471.14603042180164835.38559287436921727.7232870185824]