DEVELOPMENT... OpenML
Run
89693

Run 89693

Task 54 (Supervised Classification) hepatitis 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
0.8784
Per class
Build CPU time
0.0002
Build memory
473284210.7355
F measure
0.8429
Per class
Kappa
0.5346
KB relative information score
69.0285
Mean absolute error
0.1588
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8491
Per class
Predictive accuracy
0.8387
Prior entropy
0.7418
Recall
0.8387
Per class
Relative absolute error
0.4814
Root mean prior squared error
0.4048
Root mean squared error
0.3523
Root relative squared error
0.8703
SciMark benchmark
943.2554