DEVELOPMENT... OpenML
Run
129752

Run 129752

Task 3848 (Supervised Classification) squash-unstored 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
0.8601
Per class
Build CPU time
0.0161
Build memory
1377934509.6923
F measure
0.7887
Per class
Kappa
0.5782
KB relative information score
29.0557
Mean absolute error
0.2195
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7942
Per class
Predictive accuracy
0.7885
Prior entropy
0.996
Recall
0.7885
Per class
Relative absolute error
0.4414
Root mean prior squared error
0.4985
Root mean squared error
0.4428
Root relative squared error
0.8882
SciMark benchmark
916.8903