DEVELOPMENT... OpenML
Run
128254

Run 128254

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)_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
0.982
Per class
Build CPU time
0.0053
Build memory
680304469.9206
F measure
0.9603
Per class
Kappa
0.9205
KB relative information score
454.5738
Mean absolute error
0.1037
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
0.9604
Per class
Predictive accuracy
0.9603
Prior entropy
0.9989
Recall
0.9603
Per class
Relative absolute error
0.2078
Root mean prior squared error
0.4996
Root mean squared error
0.1875
Root relative squared error
0.3752
SciMark benchmark
929.5397

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