DEVELOPMENT... OpenML
Run
89645

Run 89645

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.9379
Per class
Build CPU time
0.0004
Build memory
187999380.7495
F measure
0.9158
Per class
Kappa
0.622
KB relative information score
241.6366
Mean absolute error
0.1201
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9147
Per class
Predictive accuracy
0.92
Prior entropy
0.5744
Recall
0.92
Per class
Relative absolute error
0.5128
Root mean prior squared error
0.3414
Root mean squared error
0.2233
Root relative squared error
0.6541
SciMark benchmark
946.9694