DEVELOPMENT... OpenML
Run
134511

Run 134511

Task 3806 (Supervised Classification) fri_c0_500_10 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)_I10
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
0.7814
Per class
Build CPU time
0.003
Build memory
1405826912
F measure
0.7819
Per class
Kappa
0.5631
KB relative information score
281.5914
Mean absolute error
0.218
Mean prior absolute error
0.4994
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
0.782
Per class
Predictive accuracy
0.782
Prior entropy
0.9991
Recall
0.782
Per class
Relative absolute error
0.4366
Root mean prior squared error
0.4997
Root mean squared error
0.4669
Root relative squared error
0.9344
SciMark benchmark
939.084