Run
2340029

Run 2340029

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.9159 ± 0.065
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9046 ± 0.021
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5323 ± 0.1293
Cross-validation details (10-fold Crossvalidation)
KB relative information score
178.5657 ± 6.3336
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1326 ± 0.016
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.225 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.9096 ± 0.0161
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9158 ± 0.0137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.9158 ± 0.0137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5892 ± 0.0733
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2399 ± 0.0212
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7169 ± 0.0699
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1157.0987