Run
2333285

Run 2333285

Task 3992 (Supervised Classification) AP_Breast_Kidney 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
0.9507 ± 0.031
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9504 ± 0.0291
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8988 ± 0.0594
Cross-validation details (10-fold Crossvalidation)
KB relative information score
540.3829 ± 3.4858
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0518 ± 0.0284
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4904 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Number of instances
604
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.9504 ± 0.0288
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9503 ± 0.0291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9861
Cross-validation details (10-fold Crossvalidation)
Recall
0.9503 ± 0.0291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1056 ± 0.058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4951 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2192 ± 0.0674
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4426 ± 0.1363
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
4210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4170
Cross-validation details (10-fold Crossvalidation)