Run
2333428

Run 2333428

Task 3962 (Supervised Classification) OVA_Breast Uploaded 23-05-2017 by Silvia Nunes
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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.CorrelationAttributeEval
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
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
0.9129 ± 0.0419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.94 ± 0.0206
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.827 ± 0.0579
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1229.4334 ± 9.6869
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0626 ± 0.0209
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.9401 ± 0.0203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9398 ± 0.0208
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9398 ± 0.0208
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1808 ± 0.0597
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2435 ± 0.0436
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5854 ± 0.1032
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
21020
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20930
Cross-validation details (10-fold Crossvalidation)