Run
2345962

Run 2345962

Task 2079 (Supervised Classification) eucalyptus Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.01
weka.J48(38)_M20
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
0.859 ± 0.024
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5997 ± 0.047
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4917 ± 0.0596
Cross-validation details (10-fold Crossvalidation)
KB relative information score
354.3673 ± 3.2518
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1955 ± 0.0123
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.6191 ± 0.051
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6087 ± 0.0461
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.6087 ± 0.0461
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6242 ± 0.0394
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3218 ± 0.0149
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8132 ± 0.0379
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1578.3318
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)