Run
2333509

Run 2333509

Task 11 (Supervised Classification) balance-scale Uploaded 23-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_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
0.8218 ± 0.0419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7523 ± 0.0464
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5816 ± 0.0968
Cross-validation details (10-fold Crossvalidation)
KB relative information score
311.6665 ± 5.1055
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1843 ± 0.0349
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7392 ± 0.0348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.768 ± 0.058
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.768 ± 0.058
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4852 ± 0.0918
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3639 ± 0.0417
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8354 ± 0.0954
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1437.9615
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)