Run
6042606

Run 6042606

Task 15 (Supervised Classification) breast-w Uploaded 22-07-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_Bagging_BayesNet(1)Weka implementation of AttributeSelectedClassifier
weka.BayesNet(2)_Dtrue
weka.BayesNet(2)_Qweka.classifiers.bayes.net.search.local.K2
weka.AttributeSelectedClassifier_Bagging_BayesNet(1)_Eweka.attributeSelection.CfsSubsetEval -M -P 1 -E 1
weka.AttributeSelectedClassifier_Bagging_BayesNet(1)_Sweka.attributeSelection.BestFirst -D 1 -N 3
weka.AttributeSelectedClassifier_Bagging_BayesNet(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_BayesNet(1)_P64
weka.Bagging_BayesNet(1)_S1
weka.Bagging_BayesNet(1)_num-slots1
weka.Bagging_BayesNet(1)_I31
weka.Bagging_BayesNet(1)_Wweka.classifiers.bayes.BayesNet

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
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
632.2253
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0463
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
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
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3173
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1603.8868
UserCPU time millis
130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
80
Cross-validation details (10-fold Crossvalidation)