Run
22709

Run 22709

Task 2 (Supervised Classification) anneal Uploaded 22-06-2014 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
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9383
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8457
Cross-validation details (10-fold Crossvalidation)
KB relative information score
678.4887
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0423
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
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9399
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9399
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3152
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1268
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4912
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
917.6084[547.6422829941422985.654713913191459.8465980549226889.83032039946191705.0681287092086]