DEVELOPMENT... OpenML
Run
107819

Run 107819

Task 3783 (Supervised Classification) fri_c2_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)_I40
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
0.9447
Per class
Build CPU time
4.474
Build memory
1329260830.4
F measure
0.8977
Per class
Kappa
0.7881
KB relative information score
398.6655
Mean absolute error
0.0959
Mean prior absolute error
0.4839
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
0.8978
Per class
Predictive accuracy
0.898
Prior entropy
0.9767
Recall
0.898
Per class
Relative absolute error
0.1982
Root mean prior squared error
0.4918
Root mean squared error
0.3005
Root relative squared error
0.6109
SciMark benchmark
939.6177