DEVELOPMENT... OpenML
Run
7099

Run 7099

Task 5 (Supervised Classification) arrhythmia Uploaded 21-05-2014 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)_I70
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
0.8816
Per class
F measure
0.7067
Per class
Kappa
0.5893
KB relative information score
211.1431
Mean absolute error
0.0539
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
0.692
Per class
Predictive accuracy
0.7478
Prior entropy
2.5222
Recall
0.7478
Per class
Relative absolute error
0.6306
Root mean prior squared error
0.2055
Root mean squared error
0.1573
Root relative squared error
0.7655
SciMark benchmark
947.0709[561.39059440769631015.52310425331484.3219757802961914.66854765231311759.4501199261804]