Run
23104

Run 23104

Task 30 (Supervised Classification) page-blocks Uploaded 24-06-2014 by Joaquin Vanschoren
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Flow

weka.DTNB(1)Mark Hall, Eibe Frank: Combining Naive Bayes and Decision Tables. In: Proceedings of the 21st Florida Artificial Intelligence Society Conference (FLAIRS), 318-319, 2008.
weka.DTNB(1)_X1

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
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.771
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3423.2861
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0266
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
0.9586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9534
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3493
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1239
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6357
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.1664[550.40724459266541004.6689391273646476.7948015610379893.46966133835541755.4912331040343]