DEVELOPMENT... OpenML
Run
113001

Run 113001

Task 3903 (Supervised Classification) pc3 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)_I20
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
0.7925
Per class
Build CPU time
0.8866
Build memory
447210348.151
F measure
0.8765
Per class
Kappa
0.2718
KB relative information score
299.443
Mean absolute error
0.1108
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8694
Per class
Predictive accuracy
0.888
Prior entropy
0.478
Recall
0.888
Per class
Relative absolute error
0.6016
Root mean prior squared error
0.3031
Root mean squared error
0.3188
Root relative squared error
1.0517
SciMark benchmark
930.5854