DEVELOPMENT... OpenML
Run
145678

Run 145678

Task 3903 (Supervised Classification) pc3 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
0.795
Per class
F measure
0.8881
Per class
Kappa
0.3496
KB relative information score
293.5613
Mean absolute error
0.1087
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8829
Per class
Predictive accuracy
0.8964
Prior entropy
0.478
Recall
0.8964
Per class
Relative absolute error
0.5901
Root mean prior squared error
0.3031
Root mean squared error
0.3102
Root relative squared error
1.0233
SciMark benchmark
922.5647
UserCPU time millis
3720
UserCPU time millis training
3720