Run
2347408

Run 2347408

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)_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
0.7482 ± 0.0587
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7026 ± 0.0435
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2618 ± 0.1066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
184.2147 ± 5.9849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3386 ± 0.0204
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
0.7087 ± 0.0479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.731 ± 0.0311
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.731 ± 0.0311
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8059 ± 0.0485
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4185 ± 0.0207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9133 ± 0.0451
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1550.5711
UserCPU time millis
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)