Run
2345459

Run 2345459

Task 23 (Supervised Classification) cmc Uploaded 25-05-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.5
weka.J48(38)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(2)_Wweka.classifiers.trees.J48

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
0.6908 ± 0.035
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5334 ± 0.039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2768 ± 0.0628
Cross-validation details (10-fold Crossvalidation)
KB relative information score
353.5865 ± 4.6447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3572 ± 0.0125
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.5348 ± 0.04
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5343 ± 0.0398
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5343 ± 0.0398
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.829 ± 0.0293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4497 ± 0.0165
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9689 ± 0.0359
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1520.5854
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)