Run
578031

Run 578031

Task 2 (Supervised Classification) anneal Uploaded 03-06-2016 by Jan van Rijn
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Flow

weka.Bagging_NaiveBayes(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(9)_P100
weka.Bagging_NaiveBayes(9)_S1
weka.Bagging_NaiveBayes(9)_num-slots1
weka.Bagging_NaiveBayes(9)_I10
weka.Bagging_NaiveBayes(9)_Wweka.classifiers.bayes.NaiveBayes

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.

22 Evaluation measures

Area under ROC curve
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5935
Cross-validation details (10-fold Crossvalidation)
KB relative information score
416.1641
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0828
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
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7817
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.7817
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6162
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2242
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8683
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1450.4396
UserCPU time millis
250
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)