OpenML
52513

Run 52513

Task 1736 (Learning Curve) diabetes Uploaded 07-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.NaiveBayes(2)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.815 ± 0.0441
Per class
Build CPU time
0.0003
Build memory
2054837741.1
F measure
0.7485 ± 0.042
Per class
Kappa
0.4415 ± 0.0967
KB relative information score
0.3639 ± 0.0575
Mean absolute error
0.2876 ± 0.0241
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.7472 ± 0.0455
Per class
Predictive accuracy
0.7513 ± 0.0401
Prior entropy
0.9331 ± 0.0046
Recall
0.7513 ± 0.0401
Per class
Relative absolute error
0.6329 ± 0.0521
Root mean prior squared error
0.4766 ± 0.0016
Root mean squared error
0.4215 ± 0.0314
Root relative squared error
0.8843 ± 0.0649
SciMark benchmark
1609.6362