DEVELOPMENT... OpenML
Run
174453

Run 174453

Task 4613 (Supervised Classification) usp05-ft Uploaded 21-02-2015 by Jason
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Flow

weka.OneR(17)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(17)_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.

22 Evaluation measures

Area under ROC curve
0.8395
Per class
F measure
0.8821
Per class
Kappa
0.7214
KB relative information score
423.9385
Mean absolute error
0.0324
Mean prior absolute error
0.1439
Number of instances
720
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8695
Per class
Predictive accuracy
0.9028
Prior entropy
1.4392
Recall
0.9028
Per class
Relative absolute error
0.2252
Root mean prior squared error
0.2584
Root mean squared error
0.18
Root relative squared error
0.6966
SciMark benchmark
1465.2979