DEVELOPMENT... OpenML
Run
93745

Run 93745

Task 52 (Supervised Classification) heart-statlog Uploaded 08-12-2014 by Felicia West
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Flow

weka.OneR(3)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(3)_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.

21 Evaluation measures

Area under ROC curve
0.7183
Per class
Build CPU time
0.0008
Build memory
648880272
F measure
0.7221
Per class
Kappa
0.437
KB relative information score
117.2977
Mean absolute error
0.2778
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.722
Per class
Predictive accuracy
0.7222
Prior entropy
0.9912
Recall
0.7222
Per class
Relative absolute error
0.5624
Root mean prior squared error
0.4969
Root mean squared error
0.527
Root relative squared error
1.0607
SciMark benchmark
946.8522