Run
15784

Run 15784

Task 47 (Supervised Classification) tae 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)_I20
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
0.7766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5785
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.374
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.8529
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3315
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
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
0.579
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.5828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8914
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.0632[563.02150163949781013.6533959159474483.44967579697345912.43991219425081757.751385454742]