Run
20076

Run 20076

Task 2079 (Supervised Classification) eucalyptus Uploaded 18-06-2014 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
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
330.3635
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2068
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
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
0.5281
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5313
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.5313
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3441
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8696
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
878.2077[567.7866617312696962.0344422444904482.36378704342826866.0191068621621512.8346624233002]