DEVELOPMENT... OpenML
Run
110894

Run 110894

Task 2354 (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)_I160
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
0.6332
Per class
Build CPU time
0.73
Build memory
347340688
F measure
0.5384
Per class
Kappa
0.2381
KB relative information score
6.3312
Mean absolute error
0.2083
Mean prior absolute error
0.2983
Number of instances
24
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5201
Per class
Predictive accuracy
0.5833
Prior entropy
1.5899
Recall
0.5833
Per class
Relative absolute error
0.6983
Root mean prior squared error
0.3886
Root mean squared error
0.4564
Root relative squared error
1.1746
SciMark benchmark
934.2858