DEVELOPMENT... OpenML
Run
94010

Run 94010

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.8514
Per class
Build CPU time
0.0002
Build memory
977757033.4545
F measure
0.8766
Per class
Kappa
0.7247
KB relative information score
95.1772
Mean absolute error
0.1212
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8785
Per class
Predictive accuracy
0.8788
Prior entropy
0.9347
Recall
0.8788
Per class
Relative absolute error
0.2665
Root mean prior squared error
0.4765
Root mean squared error
0.3482
Root relative squared error
0.7307
SciMark benchmark
946.3269