DEVELOPMENT... OpenML
Run
113454

Run 113454

Task 3765 (Supervised Classification) sleuth_case2002 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)_I10
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
0.6381
Per class
Build CPU time
0.0089
Build memory
419999981.0068
F measure
0.5718
Per class
Kappa
0.1418
KB relative information score
22.9797
Mean absolute error
0.4209
Mean prior absolute error
0.4982
Number of instances
147
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5726
Per class
Predictive accuracy
0.5714
Prior entropy
0.9974
Recall
0.5714
Per class
Relative absolute error
0.845
Root mean prior squared error
0.4991
Root mean squared error
0.5374
Root relative squared error
1.0769
SciMark benchmark
902.712