DEVELOPMENT... OpenML
Run
16064

Run 16064

Task 5 (Supervised Classification) arrhythmia Uploaded 04-06-2014 by Felicia West
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Flow

weka.Bagging_BFTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
weka.Bagging_BFTree(1)_I10
weka.Bagging_BFTree(1)_P100
weka.Bagging_BFTree(1)_S1
weka.Bagging_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.Bagging_BFTree(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8677
Per class
F measure
0.7045
Per class
Kappa
0.5828
KB relative information score
224.7152
Mean absolute error
0.0495
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
0.6802
Per class
Predictive accuracy
0.7434
Prior entropy
2.5222
Recall
0.7434
Per class
Relative absolute error
0.5786
Root mean prior squared error
0.2055
Root mean squared error
0.1575
Root relative squared error
0.7665
SciMark benchmark
946.6783[561.20997989739871016.0585376856843480.85168147774846906.13207810932491769.1393263693276]