Run
2338430

Run 2338430

Task 21 (Supervised Classification) car Uploaded 24-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.5
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
0.9711 ± 0.0061
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8532 ± 0.0167
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6902 ± 0.0339
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1225.0085 ± 5.2903
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0762 ± 0.0061
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8542 ± 0.0168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8553 ± 0.0169
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8553 ± 0.0169
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3328 ± 0.0267
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2065 ± 0.0107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6108 ± 0.0316
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1196.2038
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)