Run
3022326

Run 3022326

Task 2074 (Supervised Classification) satimage Uploaded 29-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AdaBoostM1_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.AdaBoostM1_NaiveBayes(5)_P100
weka.AdaBoostM1_NaiveBayes(5)_S1
weka.AdaBoostM1_NaiveBayes(5)_I10
weka.AdaBoostM1_NaiveBayes(5)_Wweka.classifiers.bayes.NaiveBayes
weka.FilteredClassifier_AdaBoostM1_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AdaBoostM1_NaiveBayes(1)_Wweka.classifiers.meta.AdaBoostM1

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
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7489
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3115.9867
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1861
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8187
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7947
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7947
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.689
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2701
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.735
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1488.418
UserCPU time millis
5260
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1580
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3680
Cross-validation details (10-fold Crossvalidation)