Run
2345643

Run 2345643

Task 58 (Supervised Classification) waveform-5000 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)_C0.01
weka.J48(38)_M10
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
0.9039 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7732 ± 0.0193
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6608 ± 0.0285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3137.723 ± 10.5044
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1937 ± 0.0097
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444 ± 0
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
0.774 ± 0.0182
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7738 ± 0.019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7738 ± 0.019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4359 ± 0.0218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3413 ± 0.012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7241 ± 0.0254
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1650.0405
UserCPU time millis
200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
190
Cross-validation details (10-fold Crossvalidation)