DEVELOPMENT... OpenML
Run
137603

Run 137603

Task 5 (Supervised Classification) arrhythmia Uploaded 31-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_REPTree(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_REPTree(2)_I80
weka.AdaBoostM1_REPTree(2)_P100
weka.AdaBoostM1_REPTree(2)_S1
weka.AdaBoostM1_REPTree(2)_Wweka.classifiers.trees.REPTree
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.8373
Per class
Build CPU time
0.968
Build memory
57116558.3363
F measure
0.6605
Per class
Kappa
0.5126
KB relative information score
107.3051
Mean absolute error
0.0794
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
0.6341
Per class
Predictive accuracy
0.6947
Prior entropy
2.5222
Recall
0.6947
Per class
Relative absolute error
0.928
Root mean prior squared error
0.2055
Root mean squared error
0.1859
Root relative squared error
0.9045
SciMark benchmark
940.5101