DEVELOPMENT... OpenML
Run
174242

Run 174242

Task 4401 (Supervised Classification) autoMpg 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
0.871
Per class
F measure
0.8707
Per class
Kappa
0.741
KB relative information score
2946.2029
Mean absolute error
0.1294
Mean prior absolute error
0.4987
Number of instances
3980
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8712
Per class
Predictive accuracy
0.8706
Prior entropy
0.9982
Recall
0.8706
Per class
Relative absolute error
0.2594
Root mean prior squared error
0.4994
Root mean squared error
0.3597
Root relative squared error
0.7203
SciMark benchmark
1465.2979