DEVELOPMENT... OpenML
Run
128415

Run 128415

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)_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
0.9458
Per class
Build CPU time
0.0095
Build memory
287920181.7487
F measure
0.8844
Per class
Kappa
0.7684
KB relative information score
297.3188
Mean absolute error
0.1274
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
0.8845
Per class
Predictive accuracy
0.8844
Prior entropy
0.9982
Recall
0.8844
Per class
Relative absolute error
0.2554
Root mean prior squared error
0.4994
Root mean squared error
0.322
Root relative squared error
0.6449
SciMark benchmark
943.5504