DEVELOPMENT... OpenML
Run
134748

Run 134748

Task 1787 (Supervised Classification) cmc Uploaded 28-12-2014 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)_I20
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
0.6458
Per class
Build CPU time
0.0715
Build memory
1721713686.2849
F measure
0.4932
Per class
Kappa
0.2152
KB relative information score
1997.4041
Mean absolute error
0.3407
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4925
Per class
Predictive accuracy
0.494
Prior entropy
1.5392
Recall
0.494
Per class
Relative absolute error
0.7908
Root mean prior squared error
0.4641
Root mean squared error
0.5525
Root relative squared error
1.1904
SciMark benchmark
939.084