DEVELOPMENT... OpenML
Run
128173

Run 128173

Task 1817 (Supervised Classification) vehicle 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
0.727
Per class
Build CPU time
0.0107
Build memory
601527200
F measure
0.4892
Per class
Kappa
0.3289
KB relative information score
524.6644
Mean absolute error
0.3528
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4862
Per class
Predictive accuracy
0.4965
Prior entropy
1.9991
Recall
0.4965
Per class
Relative absolute error
0.9412
Root mean prior squared error
0.4329
Root mean squared error
0.4122
Root relative squared error
0.9521
SciMark benchmark
929.5397