DEVELOPMENT... OpenML
Run
8371

Run 8371

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)_I90
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
0.8835
Per class
F measure
0.7048
Per class
Kappa
0.5864
KB relative information score
211.5081
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
0.69
Per class
Predictive accuracy
0.7456
Prior entropy
2.5222
Recall
0.7456
Per class
Relative absolute error
0.6291
Root mean prior squared error
0.2055
Root mean squared error
0.1572
Root relative squared error
0.7649
SciMark benchmark
947.4887[563.74938041721711015.7906865781697484.10363182779514914.34953743383911759.4501199261804]