Run
2333385

Run 2333385

Task 3990 (Supervised Classification) AP_Omentum_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
0.703 ± 0.1299
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7674 ± 0.0715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4156 ± 0.1859
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.7576 ± 5.6334
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.229 ± 0.073
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4039 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Number of instances
275
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.7651 ± 0.0702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7709 ± 0.0721
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8576
Cross-validation details (10-fold Crossvalidation)
Recall
0.7709 ± 0.0721
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.567 ± 0.1816
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.449 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4704 ± 0.082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0476 ± 0.1855
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
2560
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
2550
Cross-validation details (10-fold Crossvalidation)