Run
18767

Run 18767

Task 26 (Supervised Classification) nursery Uploaded 11-06-2014 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
0.9884
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.946
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9237
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9073.3737
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1137
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
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
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9481
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4165
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1673
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4529
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
920.3125[567.0483270677064985.1508369759225471.97445780944514880.26858818260521697.120398816452]