Run
2187942

Run 2187942

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)_Itrue
weka.IBk(11)_K5
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
0.846
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4905
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18688.5198
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2043
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
0.8154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8209
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8209
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3636
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8521
Cross-validation details (10-fold Crossvalidation)