DEVELOPMENT... OpenML
Run
23656

Run 23656

Task 57 (Supervised Classification) ionosphere Uploaded 26-06-2014 by Felicia West
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I80
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.9748
Per class
F measure
0.9157
Per class
Kappa
0.8143
KB relative information score
264.8894
Mean absolute error
0.1191
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
0.9202
Per class
Predictive accuracy
0.9174
Prior entropy
0.9425
Recall
0.9174
Per class
Relative absolute error
0.2587
Root mean prior squared error
0.4797
Root mean squared error
0.2408
Root relative squared error
0.502
SciMark benchmark
946.488[562.29550002336991015.2555353338006483.449727694041910.85482906678911760.584434859878]