DEVELOPMENT... OpenML
Run
130503

Run 130503

Task 259 (Supervised Classification) credit-approval 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
0.9013
Per class
Build CPU time
0.25
Build memory
1007448888
F measure
0.8502
Per class
Kappa
0.7008
KB relative information score
155.7756
Mean absolute error
0.1615
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8524
Per class
Predictive accuracy
0.8502
Prior entropy
0.9913
Recall
0.8502
Per class
Relative absolute error
0.3244
Root mean prior squared error
0.5008
Root mean squared error
0.3768
Root relative squared error
0.7523
SciMark benchmark
939.0159