Run
2347139

Run 2347139

Task 31 (Supervised Classification) credit-g Uploaded 26-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_Itrue
weka.IBk(11)_K5
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
0.7269 ± 0.0509
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7036 ± 0.0373
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2752 ± 0.0958
Cross-validation details (10-fold Crossvalidation)
KB relative information score
208.7295 ± 7.5085
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3198 ± 0.0295
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
0.699 ± 0.0391
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.715 ± 0.0324
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.715 ± 0.0324
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7612 ± 0.0702
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.44 ± 0.023
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9601 ± 0.0502
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1447.9667
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)