DEVELOPMENT... OpenML
Run
111992

Run 111992

Task 1787 (Supervised Classification) cmc 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
0.6662
Per class
Build CPU time
0.2189
Build memory
778530007.534
F measure
0.4977
Per class
Kappa
0.2211
KB relative information score
1999.5927
Mean absolute error
0.3409
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4961
Per class
Predictive accuracy
0.4999
Prior entropy
1.5392
Recall
0.4999
Per class
Relative absolute error
0.7913
Root mean prior squared error
0.4641
Root mean squared error
0.5182
Root relative squared error
1.1164
SciMark benchmark
943.4039