DEVELOPMENT... OpenML
Run
129884

Run 129884

Task 235 (Supervised Classification) arrhythmia 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
0.694
Per class
Build CPU time
0.098
Build memory
155785192
F measure
0.4051
Per class
Kappa
0.1334
KB relative information score
-12.4262
Mean absolute error
0.1135
Mean prior absolute error
0.0878
Number of instances
149
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3344
Per class
Predictive accuracy
0.5369
Prior entropy
2.5222
Recall
0.5369
Per class
Relative absolute error
1.292
Root mean prior squared error
0.211
Root mean squared error
0.2347
Root relative squared error
1.1123
SciMark benchmark
916.8903