Run
1969620

Run 1969620

Task 3951 (Supervised Classification) desharnais Uploaded 03-04-2017 by Wouter Nuijten
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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)_K3
weka.IBk(11)_W0
weka.IBk(11)_Xtrue
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
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6106
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.2167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.255
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3804
Cross-validation details (10-fold Crossvalidation)
Number of instances
81
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6543
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3765
Cross-validation details (10-fold Crossvalidation)
Recall
0.6543
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6703
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4348
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9842
Cross-validation details (10-fold Crossvalidation)