Run
2931330

Run 2931330

Task 6 (Supervised Classification) letter Uploaded 28-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_NaiveBayes(3)Weka implementation of FilteredClassifier
weka.FilteredClassifier_NaiveBayes(3)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_NaiveBayes(3)_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
0.9556
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6267
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13745.3719
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0323
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.6562
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.6411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7233
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1447.3302
UserCPU time millis
1840
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1800
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10-fold Crossvalidation)