DEVELOPMENT... OpenML
Run
24478

Run 24478

Task 5 (Supervised Classification) arrhythmia Uploaded 10-07-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I40
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.8497
Per class
F measure
0.5985
Per class
Kappa
0.404
KB relative information score
169.3447
Mean absolute error
0.0637
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
0.6054
Per class
Predictive accuracy
0.6726
Prior entropy
2.5222
Recall
0.6726
Per class
Relative absolute error
0.7448
Root mean prior squared error
0.2055
Root mean squared error
0.1721
Root relative squared error
0.8376
SciMark benchmark
596.899[345.80503341662984903.8250635940675243.14806406217195526.8167380274197964.899908227098]