DEVELOPMENT... OpenML
Run
128542

Run 128542

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)_I10
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
0.9822
Per class
Build CPU time
0.3076
Build memory
639396136
F measure
0.9814
Per class
Kappa
0.8956
KB relative information score
1735.8201
Mean absolute error
0.0177
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
0.9813
Per class
Predictive accuracy
0.9815
Prior entropy
0.4703
Recall
0.9815
Per class
Relative absolute error
0.0983
Root mean prior squared error
0.3
Root mean squared error
0.1251
Root relative squared error
0.4171
SciMark benchmark
929.5397