Run
2333484

Run 2333484

Task 3958 (Supervised Classification) AP_Omentum_Uterus 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
0.7925 ± 0.0843
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7952 ± 0.0849
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5652 ± 0.1733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
113.5423 ± 3.233
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2001 ± 0.0744
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4729 ± 0.0055
Cross-validation details (10-fold Crossvalidation)
Number of instances
201
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.7948 ± 0.0852
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.796 ± 0.0805
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.961
Cross-validation details (10-fold Crossvalidation)
Recall
0.796 ± 0.0805
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4231 ± 0.1543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4861 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4347 ± 0.0895
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8941 ± 0.1781
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
1460
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1450
Cross-validation details (10-fold Crossvalidation)