Run
23967

Run 23967

Task 26 (Supervised Classification) nursery Uploaded 29-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_NaiveBayes(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(1)_I80
weka.Bagging_NaiveBayes(1)_P100
weka.Bagging_NaiveBayes(1)_S1
weka.Bagging_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(1)_num-slots1

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
0.9817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8943
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8567
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10148.2923
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0766
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
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9032
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9032
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2806
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1769
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4788
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
950.2889[576.41792029307361016.0585376856843484.10363182779514913.71210817040291761.152276377127]