Run
2188058

Run 2188058

Task 26 (Supervised Classification) nursery 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)_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
0.994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9434
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8230.6571
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.134
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.938
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9618
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4909
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2034
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5505
Cross-validation details (10-fold Crossvalidation)