Run
3867162

Run 3867162

Task 36 (Supervised Classification) segment Uploaded 03-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.Bagging_NaiveBayes(12)_P100
weka.Bagging_NaiveBayes(12)_S1
weka.Bagging_NaiveBayes(12)_num-slots1
weka.Bagging_NaiveBayes(12)_I10
weka.Bagging_NaiveBayes(12)_Wweka.classifiers.bayes.NaiveBayes
weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_NaiveBayes(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_Bagging_NaiveBayes(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Bagging_NaiveBayes(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Bagging_NaiveBayes(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
0.975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8399
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1964.0738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0474
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.8628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1935
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4944
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1488.0155
UserCPU time millis
280
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
250
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)