Run
454066

Run 454066

Task 65 (Learning Curve) arrhythmia Uploaded 31-05-2015 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
0.835 ± 0.0546
Per class
F measure
0.6863
Per class
Kappa
0.5569 ± 0.0959
KB relative information score
0.4827 ± 0.0801
Mean absolute error
0.0524 ± 0.0081
Mean prior absolute error
0.0855 ± 0.0007
Number of instances
4520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6647
Per class
Predictive accuracy
0.7137 ± 0.0601
Prior entropy
2.4124 ± 0.056
Recall
0.7137 ± 0.0601
Per class
Relative absolute error
0.6121 ± 0.094
Root mean prior squared error
0.2055 ± 0.0018
Root mean squared error
0.1696 ± 0.0157
Root relative squared error
0.8251 ± 0.0753
SciMark benchmark
934.3653
UserCPU time millis
4163920
UserCPU time millis testing
50
UserCPU time millis training
4163870