DEVELOPMENT... OpenML
Run
11951

Run 11951

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)_I40
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
0.8806
Per class
F measure
0.698
Per class
Kappa
0.5741
KB relative information score
211.4689
Mean absolute error
0.0538
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
0.6838
Per class
Predictive accuracy
0.7389
Prior entropy
2.5222
Recall
0.7389
Per class
Relative absolute error
0.6294
Root mean prior squared error
0.2055
Root mean squared error
0.1574
Root relative squared error
0.7662
SciMark benchmark
948.8009[563.74942385882411016.0585376856843483.88543266528814911.17140496421141769.1394630054465]