Run
2192666

Run 2192666

Task 2071 (Supervised Classification) adult Uploaded 17-05-2017 by Miguel Cachada
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Flow

weka.IBk(11)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(11)_K20
weka.IBk(11)_W0
weka.IBk(11)_Atrue

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.

17 Evaluation measures

Area under ROC curve
0.8882
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8355
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5389
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18477.9972
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2133
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8336
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8394
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8394
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7783
Cross-validation details (10-fold Crossvalidation)