DEVELOPMENT... OpenML
Run
23940

Run 23940

Task 57 (Supervised Classification) ionosphere Uploaded 29-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(1)_I10
weka.AdaBoostM1_J48(1)_P100
weka.AdaBoostM1_J48(1)_S1
weka.AdaBoostM1_J48(1)_Wweka.classifiers.trees.J48
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
0.9504
Per class
F measure
0.9394
Per class
Kappa
0.867
KB relative information score
302.3977
Mean absolute error
0.0616
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
0.9415
Per class
Predictive accuracy
0.9402
Prior entropy
0.9425
Recall
0.9402
Per class
Relative absolute error
0.1338
Root mean prior squared error
0.4797
Root mean squared error
0.2386
Root relative squared error
0.4975
SciMark benchmark
926.8613[564.114047767191005.4552756626294483.8854846559526877.91022987830261702.9414730590597]