DEVELOPMENT... OpenML
Run
145333

Run 145333

Task 2142 (Supervised Classification) BNG(breast-w) 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
0.9909
Per class
F measure
0.9839
Per class
Kappa
0.9643
KB relative information score
37881.2176
Mean absolute error
0.0163
Mean prior absolute error
0.4514
Number of instances
39366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9839
Per class
Predictive accuracy
0.9838
Prior entropy
0.9287
Recall
0.9838
Per class
Relative absolute error
0.0362
Root mean prior squared error
0.4751
Root mean squared error
0.1232
Root relative squared error
0.2593
SciMark benchmark
917.4321
UserCPU time millis
151680
UserCPU time millis testing
150
UserCPU time millis training
151530

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