DEVELOPMENT... OpenML
Run
114963

Run 114963

Task 3894 (Supervised Classification) gina_prior2 Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)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(2)_I40
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9774
Per class
Build CPU time
373.1515
Build memory
848162015.7601
F measure
0.9267
Per class
Kappa
0.9186
KB relative information score
3203.3361
Mean absolute error
0.0148
Mean prior absolute error
0.1799
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9274
Per class
Predictive accuracy
0.9268
Prior entropy
3.3188
Recall
0.9268
Per class
Relative absolute error
0.0823
Root mean prior squared error
0.2999
Root mean squared error
0.1187
Root relative squared error
0.3959
SciMark benchmark
873.8637