Run
7850

Run 7850

Task 4 (Supervised Classification) labor Uploaded 22-05-2014 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)_B15

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
0.773
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8157
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5864
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.1128
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1754
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457
Cross-validation details (10-fold Crossvalidation)
Number of instances
57
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
0.8291
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8246
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9393
Cross-validation details (10-fold Crossvalidation)
Recall
0.8246
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3839
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4189
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8776
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.314[562.83983636088461015.5230404536866484.3219757802961913.39368876640651755.4913676401159]