DEVELOPMENT... OpenML
Run
93604

Run 93604

Task 3862 (Supervised Classification) audiology 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
0.8965
Per class
Build CPU time
0.0007
Build memory
635540650.0885
F measure
0.8544
Per class
Kappa
0.6588
KB relative information score
122.4667
Mean absolute error
0.1549
Mean prior absolute error
0.3783
Number of instances
226
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9041
Per class
Predictive accuracy
0.8451
Prior entropy
0.8182
Recall
0.8451
Per class
Relative absolute error
0.4094
Root mean prior squared error
0.4343
Root mean squared error
0.3935
Root relative squared error
0.9062
SciMark benchmark
927.6633