Run
2333436

Run 2333436

Task 3875 (Supervised Classification) flags Uploaded 23-05-2017 by Silvia Nunes
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CorrelationAttributeEval
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
weka.AttributeSelectedClassifier_J48(2)_Wweka.classifiers.trees.J48

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
0.7062 ± 0.0684
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6632 ± 0.075
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2618 ± 0.19
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.8833 ± 2.1623
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3576 ± 0.044
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4588 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.6618 ± 0.0901
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6649 ± 0.0628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.6649 ± 0.0628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7796 ± 0.098
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4787 ± 0.005
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4903 ± 0.0428
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0241 ± 0.0933
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)