Run
303850

Run 303850

Task 96 (Learning Curve) diabetes Uploaded 18-03-2015 by Joaquin Vanschoren
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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
0.8145 ± 0.0519
Per class
F measure
0.7549 ± 0.0478
Per class
Kappa
0.4549 ± 0.1077
KB relative information score
0.3652 ± 0.0817
Mean absolute error
0.2873 ± 0.0332
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
0.7537 ± 0.0502
Per class
Predictive accuracy
0.7582 ± 0.0466
Prior entropy
0.9331 ± 0.0044
Recall
0.7582 ± 0.0466
Per class
Relative absolute error
0.632 ± 0.0734
Root mean prior squared error
0.4766 ± 0.0015
Root mean squared error
0.4207 ± 0.0378
Root relative squared error
0.8827 ± 0.0796
SciMark benchmark
1340.2843