DEVELOPMENT... OpenML
Run
130724

Run 130724

Task 3591 (Supervised Classification) bank8FM 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
0.8973
Per class
Build CPU time
4.2114
Build memory
686568407.085
F measure
0.8668
Per class
Kappa
0.7226
KB relative information score
5892.5771
Mean absolute error
0.1329
Mean prior absolute error
0.4815
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8667
Per class
Predictive accuracy
0.8672
Prior entropy
0.9731
Recall
0.8672
Per class
Relative absolute error
0.2761
Root mean prior squared error
0.4906
Root mean squared error
0.3576
Root relative squared error
0.7288
SciMark benchmark
927.3354