Run
16330

Run 16330

Task 1 (Supervised Classification) anneal Uploaded 04-06-2014 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)_I10
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
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
638.1949
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0434
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
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
0.9339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8731
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.8731
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.323
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1752
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6787
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
927.4774[554.2550361521621014.4538648883195476.16042993692383876.7357831567881715.7818384757368]