Run
54403

Run 54403

Task 1736 (Learning Curve) diabetes Uploaded 09-11-2014 by Joaquin Vanschoren
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Flow

weka.A1DE(2)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(2)_F1
weka.A1DE(2)_M1.0

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.

21 Evaluation measures

Area under ROC curve
0.8241 ± 0.0521
Per class
Build CPU time
0.0013
Build memory
1963675303.1
F measure
0.7741 ± 0.0327
Per class
Kappa
0.4993 ± 0.0754
KB relative information score
0.353 ± 0.0655
Mean absolute error
0.2954 ± 0.0268
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7731 ± 0.0319
Per class
Predictive accuracy
0.776 ± 0.0298
Prior entropy
0.9331 ± 0.0046
Recall
0.776 ± 0.0298
Per class
Relative absolute error
0.65 ± 0.058
Root mean prior squared error
0.4766 ± 0.0016
Root mean squared error
0.4026 ± 0.0336
Root relative squared error
0.8447 ± 0.0696
SciMark benchmark
942.4911