DEVELOPMENT... OpenML
Run
174419

Run 174419

Task 4578 (Supervised Classification) dermatology 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
0.9699
Per class
F measure
0.9751
Per class
Kappa
0.9414
KB relative information score
3426.5692
Mean absolute error
0.0249
Mean prior absolute error
0.4251
Number of instances
3660
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9751
Per class
Predictive accuracy
0.9751
Prior entropy
0.8898
Recall
0.9751
Per class
Relative absolute error
0.0585
Root mean prior squared error
0.4608
Root mean squared error
0.1577
Root relative squared error
0.3422
SciMark benchmark
1384.4418