DEVELOPMENT... OpenML
Run
128471

Run 128471

Task 3759 (Supervised Classification) fri_c3_500_25 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
0.8691
Per class
Build CPU time
0.0299
Build memory
431767854.4
F measure
0.789
Per class
Kappa
0.5707
KB relative information score
270.3268
Mean absolute error
0.2288
Mean prior absolute error
0.4928
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7895
Per class
Predictive accuracy
0.79
Prior entropy
0.9897
Recall
0.79
Per class
Relative absolute error
0.4643
Root mean prior squared error
0.4964
Root mean squared error
0.4069
Root relative squared error
0.8197
SciMark benchmark
943.5504