Run
173270

Run 173270

Task 254 (Supervised Classification) mushroom Uploaded 21-02-2015 by Jan van Rijn
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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
Cross-validation details (33% Holdout set)
F measure
0.9866
Per class
Cross-validation details (33% Holdout set)
Kappa
0.973
Cross-validation details (33% Holdout set)
KB relative information score
2606.6355
Cross-validation details (33% Holdout set)
Mean absolute error
0.0134
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4992
Cross-validation details (33% Holdout set)
Number of instances
2680
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9869
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9866
Cross-validation details (33% Holdout set)
Prior entropy
0.9991
Cross-validation details (33% Holdout set)
Recall
0.9866
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0269
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4995
Cross-validation details (33% Holdout set)
Root mean squared error
0.1159
Cross-validation details (33% Holdout set)
Root relative squared error
0.232
Cross-validation details (33% Holdout set)
SciMark benchmark
1465.2979