Run
7495

Run 7495

Task 39 (Supervised Classification) sonar Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K5
weka.IBk(1)_W0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9051
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8306
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6595
Cross-validation details (10-fold Crossvalidation)
KB relative information score
117.7252
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2237
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8343
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4494
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3535
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7086
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.273[566.86401039670471016.0585376856843479.77736813077775914.66854765231311763.996579689319]