Run
10348

Run 10348

Task 30 (Supervised Classification) page-blocks Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

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)_B6

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
0.8066
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9294
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6409
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2839.6177
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0248
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
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
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9381
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3253
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1574
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8078
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
928.8218[550.9287964609948941.8157401795005482.7975877024999913.07564286738091755.4912331040343]