DEVELOPMENT... OpenML
Run
129871

Run 129871

Task 52 (Supervised Classification) heart-statlog 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
0.7685
Per class
Build CPU time
0.0814
Build memory
284441582.4
F measure
0.6954
Per class
Kappa
0.3819
KB relative information score
104.3471
Mean absolute error
0.3028
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
0.6952
Per class
Predictive accuracy
0.6963
Prior entropy
0.9912
Recall
0.6963
Per class
Relative absolute error
0.6131
Root mean prior squared error
0.4969
Root mean squared error
0.5093
Root relative squared error
1.0249
SciMark benchmark
916.8903

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