DEVELOPMENT... OpenML
Run
112642

Run 112642

Task 2272 (Supervised Classification) meta_all.arff 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
0.7453
Per class
Build CPU time
0.1483
Build memory
110554106.0282
F measure
0.5712
Per class
Kappa
0.2755
KB relative information score
25.6222
Mean absolute error
0.1262
Mean prior absolute error
0.2065
Number of instances
71
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5555
Per class
Predictive accuracy
0.6056
Prior entropy
1.9094
Recall
0.6056
Per class
Relative absolute error
0.6112
Root mean prior squared error
0.317
Root mean squared error
0.3429
Root relative squared error
1.0818
SciMark benchmark
920.7965

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