DEVELOPMENT... OpenML
Run
78939

Run 78939

Task 3060 (Supervised Classification) squash-stored Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I160
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
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
0.7063
Per class
Build CPU time
0.029
Build memory
1921038928
F measure
0.5138
Per class
Kappa
0.1905
KB relative information score
3.9241
Mean absolute error
0.3554
Mean prior absolute error
0.4164
Number of instances
17
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5743
Per class
Predictive accuracy
0.5294
Prior entropy
1.4782
Recall
0.5294
Per class
Relative absolute error
0.8535
Root mean prior squared error
0.4569
Root mean squared error
0.431
Root relative squared error
0.9431
SciMark benchmark
929.0404