DEVELOPMENT... OpenML
Run
160747

Run 160747

Task 37 (Supervised Classification) diabetes Uploaded 14-02-2015 by Kevin Davis
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Flow

weka.NaiveBayes(10)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.

22 Evaluation measures

Area under ROC curve
0.8136
Per class
F measure
0.7556
Per class
Kappa
0.4562
KB relative information score
278.7802
Mean absolute error
0.2878
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Oracle Corporation, 1.7.0_76, i386, Linux, 3.2.0-4-686-pae]
Precision
0.7544
Per class
Predictive accuracy
0.7591
Prior entropy
0.9335
Recall
0.7591
Per class
Relative absolute error
0.6331
Root mean prior squared error
0.4766
Root mean squared error
0.421
Root relative squared error
0.8833
SciMark benchmark
1123.6668
UserCPU time millis
30
UserCPU time millis testing
20
UserCPU time millis training
10