Run
503682

Run 503682

Task 1728 (Learning Curve) credit-approval Uploaded 29-12-2015 by Joaquin Vanschoren
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Flow

weka.DTNB(4)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(4)_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
0.8982 ± 0.0505
Per class
F measure
0.8554 ± 0.0464
Per class
Kappa
0.7085 ± 0.0947
KB relative information score
411.2101 ± 5.3894
Mean absolute error
0.2126 ± 0.0373
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8572 ± 0.0484
Per class
Predictive accuracy
0.8551 ± 0.0463
Prior entropy
0.9913
Recall
0.8551 ± 0.0463
Per class
Relative absolute error
0.4304 ± 0.0757
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.3379 ± 0.0515
Root relative squared error
0.6799 ± 0.1039
SciMark benchmark
942.3351
UserCPU time millis
310
UserCPU time millis training
310