Run
4770181

Run 4770181

Task 30 (Supervised Classification) page-blocks Uploaded 07-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_A1DE(1)Weka implementation of FilteredClassifier
weka.A1DE(29)_F1
weka.A1DE(29)_M1.0
weka.FilteredClassifier_AttributeSelectedClassifier_A1DE(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_A1DE(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_A1DE(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_A1DE(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_A1DE(2)_Wweka.classifiers.bayes.AveragedNDependenceEstimators.A1DE

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
0.9905
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.839
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4225.817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0158
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9696
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2077
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5029
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1423.9715
UserCPU time millis
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
90
Cross-validation details (10-fold Crossvalidation)