Run
2338463

Run 2338463

Task 45 (Supervised Classification) splice Uploaded 24-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.01
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
0.9528 ± 0.0088
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8868 ± 0.0165
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8164 ± 0.0264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2419.2127 ± 6.7195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1205 ± 0.0087
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
0.8964 ± 0.0143
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8846 ± 0.0168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.8846 ± 0.0168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2939 ± 0.0212
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
0.2499 ± 0.0167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.552 ± 0.0367
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1513.4855
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)