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Run
18283

Run 18283

Task 2071 (Supervised Classification) adult 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
0.8722
Per class
F measure
0.821
Per class
Kappa
0.5022
KB relative information score
21562.619
Mean absolute error
0.18
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
0.8192
Per class
Predictive accuracy
0.8233
Prior entropy
0.7939
Recall
0.8233
Per class
Relative absolute error
0.4945
Root mean prior squared error
0.4266
Root mean squared error
0.4013
Root relative squared error
0.9405
SciMark benchmark
926.0924[545.7573798093308993.275748022838464.82331194692784902.69971088135311723.9057332468865]