DEVELOPMENT... OpenML
Run
98898

Run 98898

Task 3862 (Supervised Classification) audiology Uploaded 08-12-2014 by Felicia West
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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
0.9769
Per class
Build CPU time
0.0015
Build memory
17074188.9204
F measure
0.9216
Per class
Kappa
0.796
KB relative information score
167.9861
Mean absolute error
0.0902
Mean prior absolute error
0.3783
Number of instances
226
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9244
Per class
Predictive accuracy
0.9204
Prior entropy
0.8182
Recall
0.9204
Per class
Relative absolute error
0.2385
Root mean prior squared error
0.4343
Root mean squared error
0.2243
Root relative squared error
0.5165
SciMark benchmark
945.7844