DEVELOPMENT... OpenML
Run
130940

Run 130940

Task 3834 (Supervised Classification) mfeat-fourier 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
0.98
Per class
Build CPU time
4.4379
Build memory
856257443.2
F measure
0.9955
Per class
Kappa
0.9745
KB relative information score
1928.2061
Mean absolute error
0.0045
Mean prior absolute error
0.1803
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9955
Per class
Predictive accuracy
0.9955
Prior entropy
0.4703
Recall
0.9955
Per class
Relative absolute error
0.025
Root mean prior squared error
0.3
Root mean squared error
0.0671
Root relative squared error
0.2236
SciMark benchmark
927.3354