Run
2338250

Run 2338250

Task 23 (Supervised Classification) cmc Uploaded 24-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.01
weka.J48(38)_M2
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
0.6834 ± 0.0367
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5303 ± 0.0493
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2868 ± 0.0666
Cross-validation details (10-fold Crossvalidation)
KB relative information score
280.9118 ± 5.1792
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3708 ± 0.0107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.5894 ± 0.0613
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5404 ± 0.0407
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5404 ± 0.0407
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8606 ± 0.0251
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4346 ± 0.0114
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9364 ± 0.025
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1542.2957
UserCPU time millis
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10-fold Crossvalidation)