DEVELOPMENT... OpenML
Run
129616

Run 129616

Task 3696 (Supervised Classification) autoMpg 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
0.9335
Per class
Build CPU time
0.0398
Build memory
513792893.3869
F measure
0.8669
Per class
Kappa
0.7333
KB relative information score
291.7855
Mean absolute error
0.1331
Mean prior absolute error
0.4987
Number of instances
398
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8672
Per class
Predictive accuracy
0.8668
Prior entropy
0.9982
Recall
0.8668
Per class
Relative absolute error
0.2669
Root mean prior squared error
0.4994
Root mean squared error
0.3509
Root relative squared error
0.7027
SciMark benchmark
916.8903