DEVELOPMENT... OpenML
Run
107743

Run 107743

Task 3696 (Supervised Classification) autoMpg Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(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_BFTree(2)_I40
weka.AdaBoostM1_BFTree(2)_P100
weka.AdaBoostM1_BFTree(2)_S1
weka.AdaBoostM1_BFTree(2)_Wweka.classifiers.trees.BFTree
weka.BFTree(2)_Ctrue
weka.BFTree(2)_M2
weka.BFTree(2)_N5
weka.BFTree(2)_PPOSTPRUNED
weka.BFTree(2)_S1

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
0.9443
Per class
Build CPU time
1.3787
Build memory
2492638235.5578
F measure
0.9296
Per class
Kappa
0.8589
KB relative information score
342.065
Mean absolute error
0.07
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
0.9296
Per class
Predictive accuracy
0.9296
Prior entropy
0.9982
Recall
0.9296
Per class
Relative absolute error
0.1404
Root mean prior squared error
0.4994
Root mean squared error
0.2592
Root relative squared error
0.519
SciMark benchmark
938.8854