DEVELOPMENT... OpenML
Run
129087

Run 129087

Task 3781 (Supervised Classification) fri_c4_250_50 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
0.8317
Per class
Build CPU time
0.055
Build memory
1060521674.4
F measure
0.7919
Per class
Kappa
0.5808
KB relative information score
137.9371
Mean absolute error
0.225
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7918
Per class
Predictive accuracy
0.792
Prior entropy
0.9955
Recall
0.792
Per class
Relative absolute error
0.453
Root mean prior squared error
0.4984
Root mean squared error
0.4366
Root relative squared error
0.876
SciMark benchmark
937.9119