DEVELOPMENT... OpenML
Run
113231

Run 113231

Task 3060 (Supervised Classification) squash-stored 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
0.7403
Per class
Build CPU time
0.012
Build memory
661541208
F measure
0.6498
Per class
Kappa
0.4171
KB relative information score
8.0732
Mean absolute error
0.2429
Mean prior absolute error
0.4164
Number of instances
17
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6667
Per class
Predictive accuracy
0.6471
Prior entropy
1.4782
Recall
0.6471
Per class
Relative absolute error
0.5834
Root mean prior squared error
0.4569
Root mean squared error
0.4787
Root relative squared error
1.0477
SciMark benchmark
920.7965