DEVELOPMENT... OpenML
Run
145699

Run 145699

Task 3890 (Supervised Classification) ada_prior 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
0.8513
Per class
F measure
0.8155
Per class
Kappa
0.4994
KB relative information score
2073.7797
Mean absolute error
0.1807
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8137
Per class
Predictive accuracy
0.8181
Prior entropy
0.8085
Recall
0.8181
Per class
Relative absolute error
0.4842
Root mean prior squared error
0.4319
Root mean squared error
0.3965
Root relative squared error
0.918
SciMark benchmark
936.6206
UserCPU time millis
53230
UserCPU time millis testing
90
UserCPU time millis training
53140

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