DEVELOPMENT... OpenML
Run
173408

Run 173408

Task 1928 (Supervised Classification) heart-c 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
0.7221
Per class
F measure
0.7241
Per class
Kappa
0.444
KB relative information score
1273.2168
Mean absolute error
0.1104
Mean prior absolute error
0.2004
Number of instances
3030
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7242
Per class
Predictive accuracy
0.7241
Prior entropy
1.0792
Recall
0.7241
Per class
Relative absolute error
0.5508
Root mean prior squared error
0.315
Root mean squared error
0.3322
Root relative squared error
1.0546
SciMark benchmark
1465.2979