Run
296729

Run 296729

Task 96 (Learning Curve) diabetes 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
0.7986 ± 0.0566
Per class
F measure
0.7412 ± 0.0492
Per class
Kappa
0.425 ± 0.1094
KB relative information score
0.3089 ± 0.0837
Mean absolute error
0.3141 ± 0.0341
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
7680
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7397 ± 0.0506
Per class
Predictive accuracy
0.7441 ± 0.0485
Prior entropy
0.9331 ± 0.0044
Recall
0.7441 ± 0.0485
Per class
Relative absolute error
0.6911 ± 0.0753
Root mean prior squared error
0.4766 ± 0.0015
Root mean squared error
0.419 ± 0.0337
Root relative squared error
0.8791 ± 0.071
SciMark benchmark
1318.3496
UserCPU time millis
180
UserCPU time millis training
180