DEVELOPMENT... OpenML
Run
19910

Run 19910

Task 57 (Supervised Classification) ionosphere Uploaded 18-06-2014 by Felicia West
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Flow

weka.Bagging_BFTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
weka.Bagging_BFTree(1)_I80
weka.Bagging_BFTree(1)_P100
weka.Bagging_BFTree(1)_S1
weka.Bagging_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.Bagging_BFTree(1)_num-slots1

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
0.959
Per class
F measure
0.9133
Per class
Kappa
0.8096
KB relative information score
254.359
Mean absolute error
0.1346
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9154
Per class
Predictive accuracy
0.9145
Prior entropy
0.9425
Recall
0.9145
Per class
Relative absolute error
0.2922
Root mean prior squared error
0.4797
Root mean squared error
0.257
Root relative squared error
0.5357
SciMark benchmark
929.5462[545.7573798093308999.7172495283804471.97440834681885896.52530019499931733.7565612664832]