DEVELOPMENT... OpenML
Run
94251

Run 94251

Task 1788 (Supervised Classification) mushroom 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
0.9847
Per class
Build CPU time
0.0049
Build memory
289584703.2
F measure
0.9852
Per class
Kappa
0.9704
KB relative information score
39417.7428
Mean absolute error
0.0148
Mean prior absolute error
0.4994
Number of instances
40620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9856
Per class
Predictive accuracy
0.9852
Prior entropy
0.9991
Recall
0.9852
Per class
Relative absolute error
0.0296
Root mean prior squared error
0.4997
Root mean squared error
0.1215
Root relative squared error
0.2432
SciMark benchmark
947.5974