DEVELOPMENT... OpenML
Run
173294

Run 173294

Task 280 (Supervised Classification) heart-h 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
0.7597
Per class
F measure
0.7963
Per class
Kappa
0.5502
KB relative information score
51.0917
Mean absolute error
0.0784
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8046
Per class
Predictive accuracy
0.8041
Prior entropy
1.0314
Recall
0.8041
Per class
Relative absolute error
0.4196
Root mean prior squared error
0.3038
Root mean squared error
0.2799
Root relative squared error
0.9215
SciMark benchmark
1465.2979