DEVELOPMENT... OpenML
Run
130742

Run 130742

Task 3613 (Supervised Classification) servo 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
0.9865
Per class
Build CPU time
0.0134
Build memory
445749537.9162
F measure
0.9521
Per class
Kappa
0.8637
KB relative information score
138.461
Mean absolute error
0.0545
Mean prior absolute error
0.3533
Number of instances
167
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9521
Per class
Predictive accuracy
0.9521
Prior entropy
0.7794
Recall
0.9521
Per class
Relative absolute error
0.1543
Root mean prior squared error
0.4193
Root mean squared error
0.2003
Root relative squared error
0.4778
SciMark benchmark
927.3354