Run
2338243

Run 2338243

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)_C0.01
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
0.9697 ± 0.0062
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8621 ± 0.0182
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7168 ± 0.0416
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1191.595 ± 4.385
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0805 ± 0.0069
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
0.8604 ± 0.0174
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8692 ± 0.0194
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8692 ± 0.0194
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3518 ± 0.03
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
0.2081 ± 0.0104
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6154 ± 0.0301
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1773.1734
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)