Run
14505

Run 14505

Task 55 (Supervised Classification) vote Uploaded 23-05-2014 by Joaquin Vanschoren
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weka.OneR(1)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(1)_B20

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
0.9589
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9565
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9088
Cross-validation details (10-fold Crossvalidation)
KB relative information score
393.8691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0437
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4742
Cross-validation details (10-fold Crossvalidation)
Number of instances
435
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
0.9576
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9627
Cross-validation details (10-fold Crossvalidation)
Recall
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0921
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.209
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4293
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.5039[566.12807181085051014.1868590421574479.5631016829642908.64471704177161763.996579689319]