OpenML
12934

Run 12934

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)_K6
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
0.8972
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5948
Cross-validation details (10-fold Crossvalidation)
KB relative information score
105.9553
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2528
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
0.7984
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.508
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3656
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7328
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.9761[565.39404163109531015.5230404536866484.1035797902428909.27509318503251760.5845701777503]