DEVELOPMENT... OpenML
Run
79722

Run 79722

Task 3915 (Supervised Classification) kc3 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
0.8198
Per class
Build CPU time
0.0865
Build memory
498324576.6288
F measure
0.8687
Per class
Kappa
0.0857
KB relative information score
-97.9374
Mean absolute error
0.1421
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8567
Per class
Predictive accuracy
0.8996
Prior entropy
0.4551
Recall
0.8996
Per class
Relative absolute error
0.8284
Root mean prior squared error
0.2917
Root mean squared error
0.275
Root relative squared error
0.9429
SciMark benchmark
946.5543