Run
22003

Run 22003

Task 2078 (Supervised Classification) braziltourism Uploaded 21-06-2014 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)_I40
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
0.6504
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6773
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4.7555
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1114
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1103
Cross-validation details (10-fold Crossvalidation)
Number of instances
412
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
0.6317
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1781
Cross-validation details (10-fold Crossvalidation)
Recall
0.7306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0097
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.242
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0409
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
923.1639[557.7999961202322923.3133140802363476.90065245263736904.56866745157771753.2370197795062]