Run
16267

Run 16267

Task 26 (Supervised Classification) nursery Uploaded 04-06-2014 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)_I10
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
0.9975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9694
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12264.4759
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0181
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
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
0.9787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0836
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2262
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.3414[568.71232145344071015.5230404536866480.6364546036713912.12245438067161769.7127006129608]