DEVELOPMENT... OpenML
Run
130803

Run 130803

Task 3679 (Supervised Classification) chscase_vine2 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
0.8604
Per class
Build CPU time
0.0433
Build memory
631710463.641
F measure
0.8015
Per class
Kappa
0.5998
KB relative information score
224.594
Mean absolute error
0.2667
Mean prior absolute error
0.4956
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8018
Per class
Predictive accuracy
0.8013
Prior entropy
0.9937
Recall
0.8013
Per class
Relative absolute error
0.5382
Root mean prior squared error
0.4978
Root mean squared error
0.3939
Root relative squared error
0.7914
SciMark benchmark
927.3354