Run
2590605

Run 2590605

Task 2074 (Supervised Classification) satimage Uploaded 24-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_J48(3)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.FilteredClassifier_J48(3)_Fweka.filters.supervised.attribute.Discretize -R first-last -precision 6
weka.FilteredClassifier_J48(3)_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
0.9415 ± 0.0059
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8449 ± 0.0135
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8116 ± 0.0168
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5129.2372 ± 8.4651
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0646 ± 0.0038
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8439 ± 0.0141
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8479 ± 0.0136
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.8479 ± 0.0136
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2392 ± 0.0139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2072 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5639 ± 0.0201
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1684.8109
UserCPU time millis
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
60
Cross-validation details (10-fold Crossvalidation)