Run
24808

Run 24808

Task 38 (Supervised Classification) ecoli Uploaded 18-07-2014 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)_I160
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
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8682
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8236
Cross-validation details (10-fold Crossvalidation)
KB relative information score
258.7677
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0451
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
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
0.8683
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2465
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1622
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5378
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
909.9589[559.76915123019011014.1868590421574479.1351424176555908.64471704177161588.0584842578112]