DEVELOPMENT... OpenML
Run
90174

Run 90174

Task 3057 (Supervised Classification) SPECTF 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
0.8441
Per class
Build CPU time
0.003
Build memory
246019824
F measure
0.7847
Per class
Kappa
0.5393
KB relative information score
44.1727
Mean absolute error
0.2336
Mean prior absolute error
0.4035
Number of instances
115
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.851
Per class
Predictive accuracy
0.7739
Prior entropy
0.8464
Recall
0.7739
Per class
Relative absolute error
0.5791
Root mean prior squared error
0.4525
Root mean squared error
0.4762
Root relative squared error
1.0523
SciMark benchmark
947.7747