DEVELOPMENT... OpenML
Run
129317

Run 129317

Task 278 (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)_I40
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
0.6973
Per class
Build CPU time
0.022
Build memory
955109040
F measure
0.6126
Per class
Kappa
0.2338
KB relative information score
22.6617
Mean absolute error
0.1537
Mean prior absolute error
0.2021
Number of instances
99
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6219
Per class
Predictive accuracy
0.6162
Prior entropy
1.0792
Recall
0.6162
Per class
Relative absolute error
0.7603
Root mean prior squared error
0.3177
Root mean squared error
0.3608
Root relative squared error
1.1356
SciMark benchmark
937.9119