Run
22762

Run 22762

Task 2073 (Supervised Classification) yeast Uploaded 22-06-2014 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)_I20
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
0.8166
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.46
Cross-validation details (10-fold Crossvalidation)
KB relative information score
676.8642
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
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
0.5879
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5829
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.5829
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6801
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.858
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
938.8817[564.6619124438491013.1204302006943453.24687337230716906.75889678256981756.6205822745662]