Run
68445

Run 68445

Task 3703 (Supervised Classification) fri_c4_500_25 Uploaded 30-11-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_NaiveBayes(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(2)_I160
weka.Bagging_NaiveBayes(2)_P100
weka.Bagging_NaiveBayes(2)_S1
weka.Bagging_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(2)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.7157
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.4152
Cross-validation details (10-fold Crossvalidation)
Build memory
429045365.6
Cross-validation details (10-fold Crossvalidation)
F measure
0.6814
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3481
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.4731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4033
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.6815
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.684
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9867
Cross-validation details (10-fold Crossvalidation)
Recall
0.684
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4616
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9318
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
785.9104