DEVELOPMENT... OpenML
Run
8548

Run 8548

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)_I30
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
0.8785
Per class
F measure
0.7021
Per class
Kappa
0.5809
KB relative information score
211.9877
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
0.6876
Per class
Predictive accuracy
0.7434
Prior entropy
2.5222
Recall
0.7434
Per class
Relative absolute error
0.6297
Root mean prior squared error
0.2055
Root mean squared error
0.1577
Root relative squared error
0.7673
SciMark benchmark
947.3158[568.15657261516061013.9200573100866479.99187728791736915.62691531260941758.8835103978397]