Run
23785

Run 23785

Task 10 (Supervised Classification) lymph 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
0.8376
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7768
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5783
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.0961
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1815
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
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
0.7767
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.777
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.777
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.678
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.301
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.827
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.7678[566.31191013187331008.0852896014862481.93081680843505898.06093401596671759.4501199261804]