Run
2340572

Run 2340572

Task 3904 (Supervised Classification) jm1 Uploaded 24-05-2017 by Silvia Nunes
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Flow

weka.AttributeSelectedClassifier_NaiveBayes(2)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_NaiveBayes(2)_Eweka.attributeSelection.CorrelationAttributeEval
weka.AttributeSelectedClassifier_NaiveBayes(2)_Sweka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
weka.AttributeSelectedClassifier_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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
0.6143 ± 0.0137
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7697 ± 0.0069
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1913 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2817.2994 ± 28.1565
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1961 ± 0.0067
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3121 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Number of instances
10885
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.7647 ± 0.0101
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8042 ± 0.0064
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8042 ± 0.0064
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6283 ± 0.0215
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4403 ± 0.0078
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1145 ± 0.0199
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1157.0987
UserCPU time millis
160
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
60
Cross-validation details (10-fold Crossvalidation)