DEVELOPMENT... OpenML
Run
99074

Run 99074

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.9159
Per class
Build CPU time
0.0003
Build memory
132555564.0589
F measure
0.9046
Per class
Kappa
0.5323
KB relative information score
178.5657
Mean absolute error
0.1326
Mean prior absolute error
0.225
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
0.9096
Per class
Predictive accuracy
0.9158
Prior entropy
0.5574
Recall
0.9158
Per class
Relative absolute error
0.5892
Root mean prior squared error
0.3346
Root mean squared error
0.2399
Root relative squared error
0.7169
SciMark benchmark
945.7844