DEVELOPMENT... OpenML
Run
173412

Run 173412

Task 1932 (Supervised Classification) heart-statlog 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
0.7119
Per class
F measure
0.716
Per class
Kappa
0.4245
KB relative information score
1140.4084
Mean absolute error
0.2837
Mean prior absolute error
0.4939
Number of instances
2700
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7159
Per class
Predictive accuracy
0.7163
Prior entropy
0.9912
Recall
0.7163
Per class
Relative absolute error
0.5744
Root mean prior squared error
0.4969
Root mean squared error
0.5326
Root relative squared error
1.0719
SciMark benchmark
1465.2979