DEVELOPMENT... OpenML
Run
145782

Run 145782

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)_I20
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
0.8948
Per class
F measure
0.67
Per class
Kappa
0.5786
KB relative information score
453.1994
Mean absolute error
0.1312
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
0.6707
Per class
Predictive accuracy
0.6726
Prior entropy
2.2629
Recall
0.6726
Per class
Relative absolute error
0.4189
Root mean prior squared error
0.3957
Root mean squared error
0.3446
Root relative squared error
0.8707
SciMark benchmark
940.2922
UserCPU time millis
20910
UserCPU time millis testing
20
UserCPU time millis training
20890