DEVELOPMENT... OpenML
Run
99050

Run 99050

Task 3630 (Supervised Classification) analcatdata_apnea3 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
0.9059
Per class
Build CPU time
0.0003
Build memory
124241952.8
F measure
0.9032
Per class
Kappa
0.4941
KB relative information score
150.5009
Mean absolute error
0.1343
Mean prior absolute error
0.2158
Number of instances
450
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
0.9178
Prior entropy
0.5405
Recall
0.9178
Per class
Relative absolute error
0.6221
Root mean prior squared error
0.3275
Root mean squared error
0.2447
Root relative squared error
0.747
SciMark benchmark
946.5