DEVELOPMENT... OpenML
Run
129866

Run 129866

Task 48 (Supervised Classification) heart-c Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_OneR(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_OneR(2)_I80
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
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
0.746
Per class
Build CPU time
0.0807
Build memory
289630143.4719
F measure
0.6928
Per class
Kappa
0.3801
KB relative information score
108.6834
Mean absolute error
0.1237
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
0.6926
Per class
Predictive accuracy
0.6931
Prior entropy
1.0792
Recall
0.6931
Per class
Relative absolute error
0.6171
Root mean prior squared error
0.315
Root mean squared error
0.3315
Root relative squared error
1.0525
SciMark benchmark
916.8903