DEVELOPMENT... OpenML
Run
108272

Run 108272

Task 3771 (Supervised Classification) chscase_census3 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)_I80
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
0.4292
Per class
Build CPU time
1.9578
Build memory
1451184316.8
F measure
0.467
Per class
Kappa
-0.0682
KB relative information score
-29.0129
Mean absolute error
0.5348
Mean prior absolute error
0.4992
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4667
Per class
Predictive accuracy
0.4675
Prior entropy
0.9989
Recall
0.4675
Per class
Relative absolute error
1.0713
Root mean prior squared error
0.4996
Root mean squared error
0.7191
Root relative squared error
1.4393
SciMark benchmark
923.5113