Run
24557

Run 24557

Task 1 (Supervised Classification) anneal Uploaded 12-07-2014 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
0.997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9907
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9776
Cross-validation details (10-fold Crossvalidation)
KB relative information score
848.5908
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0062
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
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
0.9911
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9911
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9911
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0458
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0526
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2038
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
892.4109[537.3507739763672962.0344422444904458.8639974285942865.73319210050241638.0723311696404]