Run
2340421

Run 2340421

Task 3825 (Supervised Classification) mfeat-morphological 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
0.991 ± 0.0142
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9985 ± 0.0024
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9916 ± 0.0137
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1970.7981 ± 3.508
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0018 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.9985 ± 0.0024
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9985 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10-fold Crossvalidation)
Recall
0.9985 ± 0.0024
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0098 ± 0.0129
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0387 ± 0.0336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1291 ± 0.1121
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1157.0987
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)