Run
3866753

Run 3866753

Task 26 (Supervised Classification) nursery Uploaded 03-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.Bagging_NaiveBayes(12)_P100
weka.Bagging_NaiveBayes(12)_S1
weka.Bagging_NaiveBayes(12)_num-slots1
weka.Bagging_NaiveBayes(12)_I10
weka.Bagging_NaiveBayes(12)_Wweka.classifiers.bayes.NaiveBayes
weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_Bagging_NaiveBayes(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_Bagging_NaiveBayes(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Bagging_NaiveBayes(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Bagging_NaiveBayes(2)_Wweka.classifiers.meta.Bagging

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
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8919
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8533
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10136.3476
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0767
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9034
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1775
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4805
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1643.8943
UserCPU time millis
120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)