DEVELOPMENT... OpenML
Run
15423

Run 15423

Task 57 (Supervised Classification) ionosphere Uploaded 04-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_JRip(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_JRip(1)_I10
weka.AdaBoostM1_JRip(1)_P100
weka.AdaBoostM1_JRip(1)_S1
weka.AdaBoostM1_JRip(1)_Wweka.classifiers.rules.JRip
weka.JRip(1)_F3
weka.JRip(1)_N2.0
weka.JRip(1)_O2
weka.JRip(1)_S1

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
0.9538
Per class
F measure
0.9127
Per class
Kappa
0.8076
KB relative information score
284.032
Mean absolute error
0.0845
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
0.9177
Per class
Predictive accuracy
0.9145
Prior entropy
0.9425
Recall
0.9145
Per class
Relative absolute error
0.1836
Root mean prior squared error
0.4797
Root mean squared error
0.2802
Root relative squared error
0.5841
SciMark benchmark
945.7616[558.51442812634921014.1868590421574482.5806157404377908.95975824819551764.5664888040972]