DEVELOPMENT... OpenML
Run
128070

Run 128070

Task 53 (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
0.7307
Per class
Build CPU time
0.016
Build memory
1270013284.4539
F measure
0.4895
Per class
Kappa
0.3357
KB relative information score
105.7901
Mean absolute error
0.353
Mean prior absolute error
0.3748
Number of instances
846
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4873
Per class
Predictive accuracy
0.5012
Prior entropy
1.9991
Recall
0.5012
Per class
Relative absolute error
0.9418
Root mean prior squared error
0.4329
Root mean squared error
0.4122
Root relative squared error
0.9522
SciMark benchmark
908.8705