DEVELOPMENT... OpenML
Run
20246

Run 20246

Task 5 (Supervised Classification) arrhythmia Uploaded 18-06-2014 by Felicia West
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Flow

weka.Bagging_IBk(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_IBk(1)_I80
weka.Bagging_IBk(1)_P100
weka.Bagging_IBk(1)_S1
weka.Bagging_IBk(1)_Wweka.classifiers.lazy.IBk
weka.Bagging_IBk(1)_num-slots1
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.6904
Per class
F measure
0.5015
Per class
Kappa
0.234
KB relative information score
137.223
Mean absolute error
0.0611
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
0.5059
Per class
Predictive accuracy
0.5398
Prior entropy
2.5222
Recall
0.5398
Per class
Relative absolute error
0.7138
Root mean prior squared error
0.2055
Root mean squared error
0.2079
Root relative squared error
1.0116
SciMark benchmark
941.4743[565.21084232176751015.5230404536866483.449727694041908.32981910425011734.8581099187907]