Run
23807

Run 23807

Task 42 (Supervised Classification) haberman Uploaded 27-06-2014 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
0.6342
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6964
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3702
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
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
0.6961
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9494
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4284
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9711
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.7907[563.74942385882411014.4538012229739480.4214203123994906.44537908266061758.8835103978397]