Run
4653420

Run 4653420

Task 45 (Supervised Classification) splice Uploaded 07-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_Dagging_DecisionStump(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_Dagging_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Dagging_DecisionStump(1)_Wweka.classifiers.meta.Dagging
weka.Dagging_DecisionStump(5)_F10
weka.Dagging_DecisionStump(5)_S1
weka.Dagging_DecisionStump(5)_Wweka.classifiers.trees.DecisionStump

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
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7416
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5877
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1055.5908
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.307
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7665
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.7404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7487
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8236
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1509.1918
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)