DEVELOPMENT... OpenML
Run
136277

Run 136277

Task 3765 (Supervised Classification) sleuth_case2002 Uploaded 31-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I80
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.6255
Per class
Build CPU time
0.0591
Build memory
87289997.9864
F measure
0.6124
Per class
Kappa
0.2222
KB relative information score
29.0045
Mean absolute error
0.4004
Mean prior absolute error
0.4982
Number of instances
147
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6126
Per class
Predictive accuracy
0.6122
Prior entropy
0.9974
Recall
0.6122
Per class
Relative absolute error
0.8038
Root mean prior squared error
0.4991
Root mean squared error
0.6143
Root relative squared error
1.2309
SciMark benchmark
874.2668