DEVELOPMENT... OpenML
Run
128854

Run 128854

Task 3494 (Supervised Classification) monks-problems-3 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
0.9839
Per class
Build CPU time
0.0112
Build memory
1410491149.6318
F measure
0.9585
Per class
Kappa
0.9168
KB relative information score
461.9679
Mean absolute error
0.095
Mean prior absolute error
0.4992
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9585
Per class
Predictive accuracy
0.9585
Prior entropy
0.9989
Recall
0.9585
Per class
Relative absolute error
0.1904
Root mean prior squared error
0.4996
Root mean squared error
0.1842
Root relative squared error
0.3688
SciMark benchmark
909.5718