Run
4846336

Run 4846336

Task 2076 (Supervised Classification) kropt Uploaded 08-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_NBTree(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_AttributeSelectedClassifier_NBTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_NBTree(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_NBTree(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_NBTree(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_NBTree(2)_Wweka.classifiers.trees.NBTree

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
0.9107
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5957
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5501
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16058.1317
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0594
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.6009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.5994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1798
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.806
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1509.4931
UserCPU time millis
30690
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
5030
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
25660
Cross-validation details (10-fold Crossvalidation)