Run
8053

Run 8053

Task 31 (Supervised Classification) credit-g 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)_B2

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
0.5379
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6235
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0805
Cross-validation details (10-fold Crossvalidation)
KB relative information score
73.0122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.363
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
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
0.6147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.637
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.637
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.864
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3148
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.6007[571.32022772875721015.5230404536866483.6674820550281915.30723635829941757.1857345400422]