DEVELOPMENT... OpenML
Run
136867

Run 136867

Task 3759 (Supervised Classification) fri_c3_500_25 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)_I160
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
0.7614
Per class
Build CPU time
0.0066
Build memory
1224835980
F measure
0.7657
Per class
Kappa
0.524
KB relative information score
261.0618
Mean absolute error
0.234
Mean prior absolute error
0.4928
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
0.7655
Per class
Predictive accuracy
0.766
Prior entropy
0.9897
Recall
0.766
Per class
Relative absolute error
0.4748
Root mean prior squared error
0.4964
Root mean squared error
0.4837
Root relative squared error
0.9745
SciMark benchmark
907.3828