Run
503681

Run 503681

Task 1714 (Learning Curve) breast-w 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
0.9877 ± 0.0069
Per class
F measure
0.9587 ± 0.0235
Per class
Kappa
0.909 ± 0.0518
KB relative information score
632.4271 ± 3.7816
Mean absolute error
0.041 ± 0.0224
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9592 ± 0.0232
Per class
Predictive accuracy
0.9585 ± 0.0238
Prior entropy
0.9297
Recall
0.9585 ± 0.0238
Per class
Relative absolute error
0.0907 ± 0.0496
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.1824 ± 0.0671
Root relative squared error
0.3838 ± 0.1413
SciMark benchmark
942.3351
UserCPU time millis
150
UserCPU time millis training
150