Run
2333475

Run 2333475

Task 3850 (Supervised Classification) collins Uploaded 23-05-2017 by Silvia Nunes
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)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CorrelationAttributeEval
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
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
0.9926 ± 0.0197
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.996 ± 0.0085
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9851 ± 0.0315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
488.4217 ± 1.9084
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.004 ± 0.0084
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2697
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.996 ± 0.0079
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.996 ± 0.0084
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6375
Cross-validation details (10-fold Crossvalidation)
Recall
0.996 ± 0.0084
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0148 ± 0.0313
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0632 ± 0.0596
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1725 ± 0.1626
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)