DEVELOPMENT... OpenML
Run
79730

Run 79730

Task 3917 (Supervised Classification) kc1 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
0.8268
Per class
Build CPU time
0.5274
Build memory
886911904.0417
F measure
0.8438
Per class
Kappa
0.3519
KB relative information score
263.7008
Mean absolute error
0.1874
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8401
Per class
Predictive accuracy
0.8601
Prior entropy
0.622
Recall
0.8601
Per class
Relative absolute error
0.7165
Root mean prior squared error
0.3615
Root mean squared error
0.3201
Root relative squared error
0.8854
SciMark benchmark
941.5201