DEVELOPMENT... OpenML
Run
136162

Run 136162

Task 3640 (Supervised Classification) disclosure_x_bias 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
0.479
Per class
Build CPU time
0.0056
Build memory
30872729.6677
F measure
0.4791
Per class
Kappa
-0.0419
KB relative information score
-29.7786
Mean absolute error
0.5211
Mean prior absolute error
0.4991
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4799
Per class
Predictive accuracy
0.4789
Prior entropy
0.9987
Recall
0.4789
Per class
Relative absolute error
1.0442
Root mean prior squared error
0.4996
Root mean squared error
0.7219
Root relative squared error
1.4451
SciMark benchmark
916.3022