DEVELOPMENT... OpenML
Run
129375

Run 129375

Task 1819 (Supervised Classification) vote 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)_I40
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
0.9856
Per class
Build CPU time
0.0103
Build memory
1446429381.1421
F measure
0.9527
Per class
Kappa
0.9005
KB relative information score
1937.9599
Mean absolute error
0.0513
Mean prior absolute error
0.4742
Number of instances
2175
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.953
Per class
Predictive accuracy
0.9526
Prior entropy
0.9627
Recall
0.9526
Per class
Relative absolute error
0.1082
Root mean prior squared error
0.4869
Root mean squared error
0.2049
Root relative squared error
0.4209
SciMark benchmark
937.9119