Run
2347179

Run 2347179

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)_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
0.7386 ± 0.0565
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7115 ± 0.0343
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.292 ± 0.087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
202.8797 ± 6.817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.326 ± 0.0249
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
0.7079 ± 0.0405
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.725 ± 0.0314
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.725 ± 0.0314
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7759 ± 0.0592
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4281 ± 0.0241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9341 ± 0.0526
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1423.5248
UserCPU time millis
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)