DEVELOPMENT... OpenML
Run
173494

Run 173494

Task 2983 (Supervised Classification) lung-cancer 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
0.5133
Per class
F measure
0.3804
Per class
Kappa
0.0426
KB relative information score
43.4183
Mean absolute error
0.4167
Mean prior absolute error
0.4393
Number of instances
320
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.3905
Per class
Predictive accuracy
0.375
Prior entropy
1.57
Recall
0.375
Per class
Relative absolute error
0.9485
Root mean prior squared error
0.4684
Root mean squared error
0.6455
Root relative squared error
1.378
SciMark benchmark
1465.2979