DEVELOPMENT... OpenML
Run
24408

Run 24408

Task 21 (Supervised Classification) car Uploaded 07-07-2014 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
0.9948
Per class
F measure
0.9641
Per class
Kappa
0.9222
KB relative information score
1569.369
Mean absolute error
0.0182
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9646
Per class
Predictive accuracy
0.9641
Prior entropy
1.2099
Recall
0.9641
Per class
Relative absolute error
0.0794
Root mean prior squared error
0.3381
Root mean squared error
0.1261
Root relative squared error
0.3731
SciMark benchmark
634.7409[370.6418441151226908.084367131182267.0999574862008578.42894141415881049.449142455162]