Run
222618

Run 222618

Task 2122 (Supervised Classification) kropt 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
0.8444
Per class
Cross-validation details (33% Holdout set)
F measure
0.4429
Per class
Cross-validation details (33% Holdout set)
Kappa
0.3982
Cross-validation details (33% Holdout set)
KB relative information score
3177.9008
Cross-validation details (33% Holdout set)
Mean absolute error
0.0851
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0995
Cross-validation details (33% Holdout set)
Number of instances
9258
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4401
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.4654
Cross-validation details (33% Holdout set)
Prior entropy
3.5053
Cross-validation details (33% Holdout set)
Recall
0.4654
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.8546
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2231
Cross-validation details (33% Holdout set)
Root mean squared error
0.1995
Cross-validation details (33% Holdout set)
Root relative squared error
0.8942
Cross-validation details (33% Holdout set)
SciMark benchmark
940.0008
UserCPU time millis
9740
Cross-validation details (33% Holdout set)
UserCPU time millis testing
290
Cross-validation details (33% Holdout set)
UserCPU time millis training
9450
Cross-validation details (33% Holdout set)