DEVELOPMENT... OpenML
Run
93726

Run 93726

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

weka.OneR(3)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(3)_B6

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
0.5
Per class
Build CPU time
0.0004
Build memory
687245800
F measure
0.8206
Per class
KB relative information score
120.0472
Mean absolute error
0.1222
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
0.7705
Per class
Predictive accuracy
0.8778
Prior entropy
0.5405
Recall
0.8778
Per class
Relative absolute error
0.5663
Root mean prior squared error
0.3275
Root mean squared error
0.3496
Root relative squared error
1.0673
SciMark benchmark
946.3269