Run
296724

Run 296724

Task 88 (Learning Curve) credit-approval 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
0.9015 ± 0.0443
Per class
F measure
0.8543 ± 0.0369
Per class
Kappa
0.7065 ± 0.0736
KB relative information score
0.5982 ± 0.0662
Mean absolute error
0.2111 ± 0.0334
Mean prior absolute error
0.494 ± 0.0007
Number of instances
6900
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8567 ± 0.036
Per class
Predictive accuracy
0.8539 ± 0.0368
Prior entropy
0.9912 ± 0.0021
Recall
0.8539 ± 0.0368
Per class
Relative absolute error
0.4273 ± 0.0675
Root mean prior squared error
0.497 ± 0.0007
Root mean squared error
0.3371 ± 0.0392
Root relative squared error
0.6783 ± 0.079
SciMark benchmark
1345.848
UserCPU time millis
620
UserCPU time millis testing
10
UserCPU time millis training
610