Run
17043

Run 17043

Task 26 (Supervised Classification) nursery Uploaded 06-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I80
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10150.2902
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0858
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
0.9801
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9799
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3966
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.95[558.15700481014.1868590421574480.6364546036713905.81899363791421745.9505424238596]