DEVELOPMENT... OpenML
Run
128682

Run 128682

Task 58 (Supervised Classification) waveform-5000 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
0.8699
Per class
Build CPU time
0.9131
Build memory
852528490.4
F measure
0.6985
Per class
Kappa
0.5495
KB relative information score
2317.625
Mean absolute error
0.2761
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6984
Per class
Predictive accuracy
0.6996
Prior entropy
1.5849
Recall
0.6996
Per class
Relative absolute error
0.6213
Root mean prior squared error
0.4714
Root mean squared error
0.3685
Root relative squared error
0.7817
SciMark benchmark
929.5397