Run
2339775

Run 2339775

Task 3557 (Supervised Classification) schizo 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
0.5904 ± 0.0741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5644 ± 0.051
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1326 ± 0.1049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.9485 ± 2.7957
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4408 ± 0.0377
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
340
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.5698 ± 0.0612
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5706 ± 0.0541
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9988
Cross-validation details (10-fold Crossvalidation)
Recall
0.5706 ± 0.0541
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8831 ± 0.0761
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5482 ± 0.0403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0973 ± 0.0814
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1157.0987
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)