DEVELOPMENT... OpenML
Run
136983

Run 136983

Task 3895 (Supervised Classification) gina_prior 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
0.8097
Per class
Build CPU time
0.0941
Build memory
1683236413.2503
F measure
0.8099
Per class
Kappa
0.6197
KB relative information score
2149.4678
Mean absolute error
0.19
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8101
Per class
Predictive accuracy
0.81
Prior entropy
0.9998
Recall
0.81
Per class
Relative absolute error
0.3802
Root mean prior squared error
0.4999
Root mean squared error
0.4359
Root relative squared error
0.872
SciMark benchmark
915.3856