DEVELOPMENT... OpenML
Run
18186

Run 18186

Task 26 (Supervised Classification) nursery Uploaded 10-06-2014 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
0.9992
Per class
F measure
0.9943
Per class
Kappa
0.9917
KB relative information score
12839.1346
Mean absolute error
0.0022
Mean prior absolute error
0.273
Number of instances
12960
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9943
Per class
Predictive accuracy
0.9944
Prior entropy
1.7176
Recall
0.9944
Per class
Relative absolute error
0.0079
Root mean prior squared error
0.3695
Root mean squared error
0.0436
Root relative squared error
0.118
SciMark benchmark
905.0007[546.7838898786127983.8933357559995421.7367723453267879.67784671861641692.911721593719]