Run
222672

Run 222672

Task 3865 (Supervised Classification) ipums_la_98-small Uploaded 01-03-2015 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
0.5829
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8443
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0101
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3371.3755
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2087
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1891
Cross-validation details (10-fold Crossvalidation)
Number of instances
7485
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
0.8185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8887
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4871
Cross-validation details (10-fold Crossvalidation)
Recall
0.8887
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3074
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3257
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0593
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.0008
UserCPU time millis
159310
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
159260
Cross-validation details (10-fold Crossvalidation)