DEVELOPMENT... OpenML
Run
113196

Run 113196

Task 2274 (Supervised Classification) meta_ensembles.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)_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
0.67
Per class
Build CPU time
0.0635
Build memory
285614669.2973
F measure
0.5831
Per class
Kappa
0.2638
KB relative information score
21.6887
Mean absolute error
0.2058
Mean prior absolute error
0.2904
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.59
Per class
Predictive accuracy
0.5811
Prior entropy
1.5899
Recall
0.5811
Per class
Relative absolute error
0.7089
Root mean prior squared error
0.3782
Root mean squared error
0.4362
Root relative squared error
1.1534
SciMark benchmark
930.5854