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Run
22494

Run 22494

Task 57 (Supervised Classification) ionosphere Uploaded 22-06-2014 by Felicia West
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Flow

weka.Bagging_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(1)_I40
weka.Bagging_DecisionStump(1)_P100
weka.Bagging_DecisionStump(1)_S1
weka.Bagging_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(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
0.9157
Per class
F measure
0.8149
Per class
Kappa
0.5899
KB relative information score
153.5979
Mean absolute error
0.2776
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
0.8541
Per class
Predictive accuracy
0.8291
Prior entropy
0.9425
Recall
0.8291
Per class
Relative absolute error
0.6029
Root mean prior squared error
0.4797
Root mean squared error
0.3534
Root relative squared error
0.7367
SciMark benchmark
925.8258[568.526965804383945.5128225888903481.0671525802613898.06093401596671735.9609276477956]

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