Run
7741

Run 7741

Task 30 (Supervised Classification) page-blocks 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
0.8085
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9254
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6235
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2671.545
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0264
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
0.9171
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3465
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1624
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8336
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.7625[574.14111769618891015.2555353338006478.92139815906154908.64471704177161766.8499488170112]