Run
2345702

Run 2345702

Task 15 (Supervised Classification) breast-w Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M10
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
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
0.9673 ± 0.0279
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9457 ± 0.0222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8801 ± 0.0491
Cross-validation details (10-fold Crossvalidation)
KB relative information score
577.6263 ± 3.4887
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0835 ± 0.0235
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4519 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9459 ± 0.0225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9456 ± 0.0221
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9456 ± 0.0221
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1847 ± 0.0518
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.22 ± 0.0448
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4629 ± 0.0943
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1421.7584
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)