DEVELOPMENT... OpenML
Run
103502

Run 103502

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 08-12-2014 by Felicia West
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Flow

weka.JRip(2)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.8216
Per class
Build CPU time
0.0049
Build memory
297838402.4
F measure
0.9085
Per class
Kappa
0.572
KB relative information score
171.8628
Mean absolute error
0.1174
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
0.9082
Per class
Predictive accuracy
0.9089
Prior entropy
0.5405
Recall
0.9089
Per class
Relative absolute error
0.5438
Root mean prior squared error
0.3275
Root mean squared error
0.2607
Root relative squared error
0.7958
SciMark benchmark
938.6628