DEVELOPMENT... OpenML
Run
113623

Run 113623

Task 48 (Supervised Classification) heart-c Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_JRip(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_JRip(2)_I10
weka.AdaBoostM1_JRip(2)_P100
weka.AdaBoostM1_JRip(2)_S1
weka.AdaBoostM1_JRip(2)_Wweka.classifiers.rules.JRip
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.8573
Per class
Build CPU time
0.0627
Build memory
875636828.6733
F measure
0.7717
Per class
Kappa
0.539
KB relative information score
151.9934
Mean absolute error
0.0935
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7719
Per class
Predictive accuracy
0.7723
Prior entropy
1.0792
Recall
0.7723
Per class
Relative absolute error
0.4667
Root mean prior squared error
0.315
Root mean squared error
0.2745
Root relative squared error
0.8716
SciMark benchmark
939.6298