DEVELOPMENT... OpenML
Run
21843

Run 21843

Task 2071 (Supervised Classification) adult Uploaded 20-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(1)_I80
weka.AdaBoostM1_RandomTree(1)_P100
weka.AdaBoostM1_RandomTree(1)_S1
weka.AdaBoostM1_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(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
0.7913
Per class
F measure
0.8149
Per class
Kappa
0.4845
KB relative information score
21304.5277
Mean absolute error
0.182
Mean prior absolute error
0.3641
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8129
Per class
Predictive accuracy
0.8177
Prior entropy
0.7939
Recall
0.8177
Per class
Relative absolute error
0.5001
Root mean prior squared error
0.4266
Root mean squared error
0.4202
Root relative squared error
0.9848
SciMark benchmark
926.7939[555.49063112315721006.5056202244749465.4277678357406882.63972213719691723.9057332468865]