Run
2333559

Run 2333559

Task 31 (Supervised Classification) credit-g Uploaded 23-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
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
0.7285 ± 0.044
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7142 ± 0.053
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2958 ± 0.131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
192.4859 ± 5.8441
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3373 ± 0.0205
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7124 ± 0.0561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.731 ± 0.0384
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.731 ± 0.0384
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8027 ± 0.0489
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.421 ± 0.0195
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9188 ± 0.0426
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1527.0746
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)