Run
2333266

Run 2333266

Task 4000 (Supervised Classification) OVA_Ovary 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
0.7323 ± 0.0977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9091 ± 0.0181
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5894 ± 0.0876
Cross-validation details (10-fold Crossvalidation)
KB relative information score
738.1035 ± 15.6234
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0926 ± 0.0172
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2238 ± 0.0019
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
0.9083 ± 0.019
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.91 ± 0.0173
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5537
Cross-validation details (10-fold Crossvalidation)
Recall
0.91 ± 0.0173
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4138 ± 0.0776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3343 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2967 ± 0.0272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8876 ± 0.0832
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
27320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
27210
Cross-validation details (10-fold Crossvalidation)