Run
2590049

Run 2590049

Task 15 (Supervised Classification) breast-w Uploaded 24-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_J48(3)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.FilteredClassifier_J48(3)_Fweka.filters.supervised.attribute.Discretize -R first-last -precision 6
weka.FilteredClassifier_J48(3)_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
0.955 ± 0.0262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9499 ± 0.0258
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8891 ± 0.0568
Cross-validation details (10-fold Crossvalidation)
KB relative information score
594.3379 ± 3.8523
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0709 ± 0.0232
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
0.9499 ± 0.0261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9499 ± 0.0257
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9499 ± 0.0257
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1569 ± 0.0512
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
0.2101 ± 0.0456
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4421 ± 0.0954
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1595.7087
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)