Run
21819

Run 21819

Task 2071 (Supervised Classification) adult Uploaded 20-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_JRip(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(1)_I160
weka.Bagging_JRip(1)_P100
weka.Bagging_JRip(1)_S1
weka.Bagging_JRip(1)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(1)_num-slots1
weka.JRip(1)_F3
weka.JRip(1)_N2.0
weka.JRip(1)_O2
weka.JRip(1)_S1

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
0.8169
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14212.4654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2641
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
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
0.8236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8335
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8335
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7253
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3551
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8322
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
925.8279[556.9095328849074999.7172495283804441.8690945892416910.53839766977511720.1050127100257]