Run
2346027

Run 2346027

Task 45 (Supervised Classification) splice 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)_C0.25
weka.J48(38)_M20
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
0.961 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.902 ± 0.0199
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.841 ± 0.0323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2550.2465 ± 7.7487
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1015 ± 0.0103
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101 ± 0.0003
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
0.9053 ± 0.0183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9009 ± 0.0205
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.9009 ± 0.0205
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2475 ± 0.025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2307 ± 0.022
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5095 ± 0.0485
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1470.586
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)