DEVELOPMENT... OpenML
Run
108894

Run 108894

Task 5 (Supervised Classification) arrhythmia Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_DecisionStump(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_DecisionStump(2)_I80
weka.AdaBoostM1_DecisionStump(2)_P100
weka.AdaBoostM1_DecisionStump(2)_S1
weka.AdaBoostM1_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.6129
Per class
Build CPU time
0.0931
Build memory
42633568.4248
F measure
0.4406
Per class
Kappa
0.1856
KB relative information score
-31.9833
Mean absolute error
0.1079
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3814
Per class
Predictive accuracy
0.5531
Prior entropy
2.5222
Recall
0.5531
Per class
Relative absolute error
1.2618
Root mean prior squared error
0.2055
Root mean squared error
0.2309
Root relative squared error
1.1235
SciMark benchmark
939.6298