Run
2333521

Run 2333521

Task 15 (Supervised Classification) breast-w Uploaded 23-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
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
0.9589 ± 0.0395
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9458 ± 0.0293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8806 ± 0.0652
Cross-validation details (10-fold Crossvalidation)
KB relative information score
593.6566 ± 4.3415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0699 ± 0.0265
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
0.9463 ± 0.0292
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9456 ± 0.0293
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9456 ± 0.0293
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1546 ± 0.0585
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
0.2204 ± 0.0765
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4638 ± 0.1609
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1604.2987
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)