DEVELOPMENT... OpenML
Run
9630

Run 9630

Task 5 (Supervised Classification) arrhythmia Uploaded 22-05-2014 by Felicia West
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Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I20
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.8759
Per class
F measure
0.6817
Per class
Kappa
0.5459
KB relative information score
209.5007
Mean absolute error
0.0543
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
0.6677
Per class
Predictive accuracy
0.7257
Prior entropy
2.5222
Recall
0.7257
Per class
Relative absolute error
0.6352
Root mean prior squared error
0.2055
Root mean squared error
0.1591
Root relative squared error
0.7741
SciMark benchmark
909.5817[558.69335417099721015.7906865781697484.1035797902428907.70082742804311581.6198160243612]