DEVELOPMENT... OpenML
Run
89708

Run 89708

Task 57 (Supervised Classification) ionosphere Uploaded 08-12-2014 by Felicia West
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Flow

weka.NaiveBayesUpdateable(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
0.9298
Per class
Build CPU time
0.0027
Build memory
177873710.7692
F measure
0.8291
Per class
Kappa
0.6394
KB relative information score
214.0987
Mean absolute error
0.1726
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8417
Per class
Predictive accuracy
0.8262
Prior entropy
0.9425
Recall
0.8262
Per class
Relative absolute error
0.3748
Root mean prior squared error
0.4797
Root mean squared error
0.392
Root relative squared error
0.8172
SciMark benchmark
947.7747