Run
2962524

Run 2962524

Task 58 (Supervised Classification) waveform-5000 Uploaded 28-06-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_Bagging_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_Bagging_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Bagging_NaiveBayes(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_NaiveBayes(12)_P100
weka.Bagging_NaiveBayes(12)_S1
weka.Bagging_NaiveBayes(12)_num-slots1
weka.Bagging_NaiveBayes(12)_I10
weka.Bagging_NaiveBayes(12)_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
0.9561
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7874
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6996
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3629.6375
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1354
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3046
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3355
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7116
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1443.8335
UserCPU time millis
1260
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
960
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
300
Cross-validation details (10-fold Crossvalidation)