DEVELOPMENT... OpenML
Run
130607

Run 130607

Task 2274 (Supervised Classification) meta_ensembles.arff Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_OneR(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_OneR(2)_I160
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
weka.OneR(3)_B6

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
0.5938
Per class
Build CPU time
0.0243
Build memory
733446939.4595
F measure
0.5025
Per class
Kappa
0.0813
KB relative information score
12.0143
Mean absolute error
0.2537
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
0.4805
Per class
Predictive accuracy
0.5541
Prior entropy
1.5899
Recall
0.5541
Per class
Relative absolute error
0.8736
Root mean prior squared error
0.3782
Root mean squared error
0.3966
Root relative squared error
1.0486
SciMark benchmark
927.3354