DEVELOPMENT... OpenML
Run
145308

Run 145308

Task 2079 (Supervised Classification) eucalyptus Uploaded 31-01-2015 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)_I10
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.

22 Evaluation measures

Area under ROC curve
0.8775
Per class
F measure
0.6635
Per class
Kappa
0.5688
KB relative information score
441.8338
Mean absolute error
0.1394
Mean prior absolute error
0.3132
Number of instances
736
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6652
Per class
Predictive accuracy
0.6644
Prior entropy
2.2629
Recall
0.6644
Per class
Relative absolute error
0.4451
Root mean prior squared error
0.3957
Root mean squared error
0.3404
Root relative squared error
0.8601
SciMark benchmark
917.4321
UserCPU time millis
9630
UserCPU time millis training
9630