Run
2674118

Run 2674118

Task 2 (Supervised Classification) anneal Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_J48(3)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M10
weka.FilteredClassifier_J48(3)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_J48(3)_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
0.9637 ± 0.0183
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8858 ± 0.0384
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7149 ± 0.0961
Cross-validation details (10-fold Crossvalidation)
KB relative information score
592.9207 ± 4.6705
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0551 ± 0.0075
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8827 ± 0.039
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8909 ± 0.0369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.8909 ± 0.0369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4102 ± 0.0534
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1589 ± 0.0174
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6154 ± 0.0649
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1400.4859
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)