DEVELOPMENT... OpenML
Run
128809

Run 128809

Task 2354 (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)_I20
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
0.5604
Per class
Build CPU time
0.019
Build memory
1099293376
F measure
0.3775
Per class
Kappa
-0.1025
KB relative information score
1.6928
Mean absolute error
0.2784
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
0.3208
Per class
Predictive accuracy
0.4583
Prior entropy
1.5899
Recall
0.4583
Per class
Relative absolute error
0.9331
Root mean prior squared error
0.3886
Root mean squared error
0.4618
Root relative squared error
1.1885
SciMark benchmark
909.5718