DEVELOPMENT... OpenML
Run
175943

Run 175943

Task 280 (Supervised Classification) heart-h Uploaded 21-02-2015 by Jason
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Flow

weka.PART(3)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(3)_C0.25
weka.PART(3)_M2
weka.PART(3)_Q1

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
0.8408
Per class
F measure
0.8004
Per class
Kappa
0.5617
KB relative information score
37.7434
Mean absolute error
0.113
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
0.8013
Per class
Predictive accuracy
0.8041
Prior entropy
1.0314
Recall
0.8041
Per class
Relative absolute error
0.6053
Root mean prior squared error
0.3038
Root mean squared error
0.2459
Root relative squared error
0.8094
SciMark benchmark
1341.2341
UserCPU time millis
10
UserCPU time millis testing
10