DEVELOPMENT... OpenML
Run
108315

Run 108315

Task 3800 (Supervised Classification) fri_c3_500_50 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
0.8945
Per class
Build CPU time
10.8514
Build memory
1223796697.6
F measure
0.8833
Per class
Kappa
0.7619
KB relative information score
377.3717
Mean absolute error
0.1205
Mean prior absolute error
0.4918
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.885
Per class
Predictive accuracy
0.884
Prior entropy
0.9882
Recall
0.884
Per class
Relative absolute error
0.245
Root mean prior squared error
0.4959
Root mean squared error
0.3369
Root relative squared error
0.6794
SciMark benchmark
914.1182