Run
2942324

Run 2942324

Task 15 (Supervised Classification) breast-w Uploaded 28-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_Bagging_J48(2)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.Bagging_J48(9)_P100
weka.Bagging_J48(9)_S1
weka.Bagging_J48(9)_num-slots1
weka.Bagging_J48(9)_I10
weka.Bagging_J48(9)_Wweka.classifiers.trees.J48
weka.FilteredClassifier_Bagging_J48(2)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Bagging_J48(2)_Wweka.classifiers.meta.Bagging

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
0.9896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
608.2936
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0628
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1761
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3706
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1533.446
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)