Run
3022023

Run 3022023

Task 45 (Supervised Classification) splice 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
0.9821
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9368
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8974
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2879.81
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.043
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.937
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9367
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1049
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1952
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4311
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1402.9326
UserCPU time millis
1560
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
520
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1040
Cross-validation details (10-fold Crossvalidation)