DEVELOPMENT... OpenML
Run
79727

Run 79727

Task 2125 (Supervised Classification) eucalyptus 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)_I40
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
0.8544
Per class
Build CPU time
0.11
Build memory
686496504
F measure
0.5525
Per class
Kappa
0.4323
KB relative information score
103.4569
Mean absolute error
0.2112
Mean prior absolute error
0.3134
Number of instances
242
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5587
Per class
Predictive accuracy
0.562
Prior entropy
2.2629
Recall
0.562
Per class
Relative absolute error
0.674
Root mean prior squared error
0.3959
Root mean squared error
0.3304
Root relative squared error
0.8346
SciMark benchmark
946.5543