Run
3804696

Run 3804696

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

weka.FilteredClassifier_MultiBoostAB_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_MultiBoostAB_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_MultiBoostAB_NaiveBayes(1)_Wweka.classifiers.meta.MultiBoostAB
weka.MultiBoostAB_NaiveBayes(4)_C3
weka.MultiBoostAB_NaiveBayes(4)_P100
weka.MultiBoostAB_NaiveBayes(4)_S1
weka.MultiBoostAB_NaiveBayes(4)_I10
weka.MultiBoostAB_NaiveBayes(4)_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
0.9401
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7702
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1533.8523
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1222
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
0.8223
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.803
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2079
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5941
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1467.1295
UserCPU time millis
560
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
440
Cross-validation details (10-fold Crossvalidation)