Run
2347404

Run 2347404

Task 29 (Supervised Classification) credit-approval Uploaded 26-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_K20
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.AttributeSelectedClassifier_IBk(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(2)_Wweka.classifiers.lazy.IBk

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
0.9153 ± 0.05
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8598 ± 0.0417
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.718 ± 0.0811
Cross-validation details (10-fold Crossvalidation)
KB relative information score
419.0929 ± 4.5669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2072 ± 0.0309
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8633 ± 0.0369
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8594 ± 0.0416
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8594 ± 0.0416
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4196 ± 0.0623
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.324 ± 0.0506
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.652 ± 0.1014
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1611.4404
UserCPU time millis
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)