DEVELOPMENT... OpenML
Run
106634

Run 106634

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey Uploaded 09-12-2014 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.

21 Evaluation measures

Area under ROC curve
0.5402
Per class
Build CPU time
0.1016
Build memory
910226821.5346
F measure
0.6745
Per class
Kappa
0.0112
KB relative information score
-4.0938
Mean absolute error
0.307
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6606
Per class
Predictive accuracy
0.6918
Prior entropy
0.7667
Recall
0.6918
Per class
Relative absolute error
0.8892
Root mean prior squared error
0.4143
Root mean squared error
0.5131
Root relative squared error
1.2383
SciMark benchmark
937.4026