Run
296782

Run 296782

Task 98 (Learning Curve) sonar Uploaded 17-03-2015 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
0.8205 ± 0.0847
Per class
F measure
0.7405 ± 0.0891
Per class
Kappa
0.4781 ± 0.1761
KB relative information score
0.4223 ± 0.1322
Mean absolute error
0.2936 ± 0.063
Mean prior absolute error
0.4978 ± 0.0015
Number of instances
2080
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7412 ± 0.0904
Per class
Predictive accuracy
0.7413 ± 0.0881
Prior entropy
0.9967 ± 0.0043
Recall
0.7413 ± 0.0881
Per class
Relative absolute error
0.5898 ± 0.1267
Root mean prior squared error
0.4989 ± 0.0015
Root mean squared error
0.4322 ± 0.0658
Root relative squared error
0.8664 ± 0.1319
SciMark benchmark
1318.3496
UserCPU time millis
13210
UserCPU time millis training
13210