DEVELOPMENT... OpenML
Run
93549

Run 93549

Task 3599 (Supervised Classification) machine_cpu 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
0.8528
Per class
Build CPU time
0.0003
Build memory
313940712
F measure
0.8769
Per class
Kappa
0.6899
KB relative information score
135.8539
Mean absolute error
0.1244
Mean prior absolute error
0.3933
Number of instances
209
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.879
Per class
Predictive accuracy
0.8756
Prior entropy
0.8417
Recall
0.8756
Per class
Relative absolute error
0.3163
Root mean prior squared error
0.4429
Root mean squared error
0.3527
Root relative squared error
0.7964
SciMark benchmark
946.3269