DEVELOPMENT... OpenML
Run
177090

Run 177090

Task 4531 (Supervised Classification) heart-h Uploaded 22-02-2015 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
0.8554
Per class
F measure
0.8012
Per class
Kappa
0.5635
KB relative information score
1319.9558
Mean absolute error
0.2596
Mean prior absolute error
0.4614
Number of instances
2940
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.802
Per class
Predictive accuracy
0.8048
Prior entropy
0.9439
Recall
0.8048
Per class
Relative absolute error
0.5627
Root mean prior squared error
0.4802
Root mean squared error
0.3809
Root relative squared error
0.7932
SciMark benchmark
1330.0803
UserCPU time millis
10
UserCPU time millis training
10