Run
239228

Run 239228

Task 4570 (Supervised Classification) ipums_la_98-small Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.DTNB(3)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(3)_X1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.6077
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8412
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0111
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-41924.2678
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2097
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1891
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
74850
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8149
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8782
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4871
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8782
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
1.1092
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3074
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3247
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0562
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
934.1747
UserCPU time millis
202430
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
202380
Cross-validation details (10 times 10-fold Crossvalidation)