Run
2345768

Run 2345768

Task 2074 (Supervised Classification) satimage Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M10
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
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
0.9652 ± 0.0046
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.86 ± 0.0122
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8298 ± 0.015
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5238.6043 ± 7.1966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0612 ± 0.0026
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
0.8587 ± 0.0124
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8624 ± 0.0122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.8624 ± 0.0122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2265 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1897 ± 0.007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5163 ± 0.0191
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1609.6943
UserCPU time millis
320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
320
Cross-validation details (10-fold Crossvalidation)