DEVELOPMENT... OpenML
Run
79964

Run 79964

Task 241 (Supervised Classification) balance-scale 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
0.9316
Per class
Build CPU time
0.056
Build memory
712923776
F measure
0.7894
Per class
Kappa
0.6671
KB relative information score
116.4944
Mean absolute error
0.1613
Mean prior absolute error
0.3857
Number of instances
206
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7693
Per class
Predictive accuracy
0.8107
Prior entropy
1.3212
Recall
0.8107
Per class
Relative absolute error
0.4182
Root mean prior squared error
0.4424
Root mean squared error
0.2929
Root relative squared error
0.662
SciMark benchmark
947.4258

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