DEVELOPMENT... OpenML
Run
173270

Run 173270

Task 254 (Supervised Classification) mushroom 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
0.9859
Per class
F measure
0.9866
Per class
Kappa
0.973
KB relative information score
2606.6355
Mean absolute error
0.0134
Mean prior absolute error
0.4992
Number of instances
2680
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9869
Per class
Predictive accuracy
0.9866
Prior entropy
0.9991
Recall
0.9866
Per class
Relative absolute error
0.0269
Root mean prior squared error
0.4995
Root mean squared error
0.1159
Root relative squared error
0.232
SciMark benchmark
1465.2979