Run
2333459

Run 2333459

Task 3961 (Supervised Classification) AP_Breast_Omentum 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
0.9303 ± 0.0511
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.952 ± 0.0308
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8378 ± 0.0961
Cross-validation details (10-fold Crossvalidation)
KB relative information score
341.0297 ± 4.9758
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0472 ± 0.0318
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2998 ± 0.0071
Cross-validation details (10-fold Crossvalidation)
Number of instances
421
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.9518 ± 0.0258
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9525 ± 0.0318
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6896
Cross-validation details (10-fold Crossvalidation)
Recall
0.9525 ± 0.0318
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1573 ± 0.1043
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3866 ± 0.0093
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.213 ± 0.0869
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.551 ± 0.2223
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
2790
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2760
Cross-validation details (10-fold Crossvalidation)